{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4ceb797398f5","filters":{"venue":"Cogent Gerontology"}},"results":[{"id":"W4391168207","doi":"10.1080/28324897.2024.2303502","title":"How older Canadians access medical cannabis and information about it: A descriptive survey","year":2024,"lang":"en","type":"article","venue":"Cogent Gerontology","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University; University of Ottawa; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medical cannabis; Cannabis; Descriptive statistics; Descriptive research; Psychology; Gerontology; Internet privacy; Medicine; Psychiatry; Sociology; Computer science; Statistics; Social science","authors":[{"name":"Shovana Shrestha","is_ca":true},{"name":"Sherry Dahlke","is_ca":true},{"name":"Jeffrey I. Butler","is_ca":true},{"name":"Rashmi Devkota","is_ca":true},{"name":"Joanna Law","is_ca":true},{"name":"Kathleen F. Hunter","is_ca":true},{"name":"Madeline Toubiana","is_ca":true},{"name":"Maya R. Kalogirou","is_ca":true},{"name":"Melissa Scheuerman","is_ca":false},{"name":"Matthew Pietrosanu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04619286217249115,"gpt":0.3449858574351194,"spread":0.2987929952626283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002109831,0.0002360834,0.0004126343,0.002310314,0.003319795,0.001541608,0.0007563792,0.0005951517,0.003130334],"category_scores_gemma":[0.004922228,0.0003680547,0.0006365518,0.004635507,0.0008387064,0.001032045,0.001164769,0.0007846996,0.0003399168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00996252,"about_ca_system_score_gemma":0.01558296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9294471,"about_ca_topic_score_gemma":0.9488768,"domain_scores_codex":[0.9987098,0.00008931754,0.0001301126,0.00009809108,0.0005390196,0.0004336699],"domain_scores_gemma":[0.9964844,0.0003562172,0.000783729,0.00008006029,0.001532794,0.0007628474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176579,0.0002460615,0.9561324,0.0003879414,0.00004776019,0.0001892914,0.02672056,0.00005862873,0.0002979017,0.0001772076,0.002897563,0.01272707],"study_design_scores_gemma":[0.000009825425,0.0001235967,0.9636089,0.0001461447,0.00002288861,0.0001098338,0.03154027,0.0001128648,0.00006176926,0.00003130128,0.004206557,0.00002589032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923251,0.0004236696,0.00009400521,0.0004554717,0.000009058131,0.0002249024,0.003457424,0.00000627582,0.003004028],"genre_scores_gemma":[0.9950253,0.0009607436,0.0004077899,0.0004840596,0.0000126743,0.0001852904,0.001846717,0.000004698115,0.001072626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07055289,"threshold_uncertainty_score":0.1419367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417414334","doi":"10.1080/28324897.2025.2602318","title":"Who knows about the origins of the age-friendly cities and communities' topics? A critical analysis of the development process by the World Health Organization and a roadmap for an overhaul","year":2025,"lang":"en","type":"article","venue":"Cogent Gerontology","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministerie van Volksgezondheid, Welzijn en Sport","keywords":"Process (computing); Work (physics); Government (linguistics); Process development","authors":[{"name":"Joost van Hoof","is_ca":false},{"name":"Hannah R. Marston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06071468065136639,"gpt":0.4303797904336064,"spread":0.36966510978224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2475569,0.001216653,0.0009480616,0.01423355,0.02392822,0.02780215,0.002607333,0.005152652,0.00244397],"category_scores_gemma":[0.2401773,0.001309005,0.0009695168,0.008891628,0.06050155,0.04751274,0.01812003,0.01975015,0.0005674725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02451129,"about_ca_system_score_gemma":0.06348109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02274346,"about_ca_topic_score_gemma":0.02249854,"domain_scores_codex":[0.8466696,0.1235417,0.006652455,0.004308166,0.01486325,0.003964793],"domain_scores_gemma":[0.6216407,0.2889513,0.01477156,0.01131945,0.0538763,0.009440618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003878275,0.00004066282,0.004367772,0.001323962,0.00002652483,0.0004987672,0.640026,0.00006181316,0.0003058889,0.2078919,0.05920353,0.08621441],"study_design_scores_gemma":[0.00001195451,0.0000472689,0.004700129,0.006821022,0.00002640931,0.000353954,0.4831894,0.0001481802,0.000579519,0.05920329,0.4448025,0.0001164267],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01805717,0.06121119,0.01405037,0.8730307,0.008162848,0.0006340572,0.0002314211,0.0001034969,0.02451873],"genre_scores_gemma":[0.6920342,0.0916803,0.05970546,0.130952,0.008022107,0.002212317,0.0004854285,0.0006985245,0.01420964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2475569,"threshold_uncertainty_score":0.9278963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413990115","doi":"10.1080/28324897.2025.2554141","title":"The social organisation of COVID-19: experiences and consequences for older people","year":2025,"lang":"en","type":"article","venue":"Cogent Gerontology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Psychology; Gerontology; Virology; Medicine; Outbreak","authors":[{"name":"Chris Phillipson","is_ca":false},{"name":"Camilla Lewis","is_ca":false},{"name":"Amanda Grenier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06301407644396541,"gpt":0.4231339311418106,"spread":0.3601198546978452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007179396,0.0007091495,0.001027705,0.001590036,0.02260265,0.005945365,0.001467466,0.003400023,0.003409386],"category_scores_gemma":[0.008310597,0.0006384419,0.0008271458,0.001322326,0.01469043,0.007239395,0.01946596,0.006058716,0.0004570937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007073913,"about_ca_system_score_gemma":0.005144878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0455164,"about_ca_topic_score_gemma":0.07953365,"domain_scores_codex":[0.9939536,0.003357114,0.0002015008,0.0002525251,0.0005281906,0.001706922],"domain_scores_gemma":[0.994361,0.001071956,0.0007884119,0.0001972746,0.0006109938,0.002970331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003810982,0.00004452991,0.008168439,0.00006098375,0.00001083688,0.0005021559,0.9832305,0.00001122978,0.00009012025,0.001471608,0.00202152,0.004350066],"study_design_scores_gemma":[0.000004760132,0.00007891605,0.0061908,0.0001116526,0.000006193055,0.0002141898,0.9838081,0.0000139357,0.00002160072,0.000443166,0.009086418,0.00002021408],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699534,0.003273068,0.0001602,0.01743262,0.0005055146,0.00003572753,0.00008214069,0.00001063944,0.008546675],"genre_scores_gemma":[0.9920751,0.002011095,0.00008252946,0.00326998,0.0001695203,0.00003832932,0.00003686481,0.00001307746,0.002303557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455164,"threshold_uncertainty_score":0.09050292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}