{"meta":{"query_hash":"672197f869e4","filters":{"venue":"Journal of Health Informatics"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/672197f869e4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Health+Informatics"},"results":[{"id":"W2605972664","doi":"","title":"Aplicações de Business Intelligence na Saúde: Revisão de Literatura","year":2017,"lang":"pt","type":"article","venue":"Journal of Health Informatics","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Scopus; Political science; Business; Psychology; MEDLINE; Philosophy","score_opus":0.078249403395602,"score_gpt":0.3976103155689019,"score_spread":0.3193609121732999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605972664","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013924495,0.9895676,0.0005159918,0.003994144,0.0005458808,0.000018272402,0.00012907156,0.000021268543,0.0038153133],"genre_scores_gemma":[0.014323775,0.98204654,0.0011508011,0.0013948499,0.00062594196,0.000035787503,0.00015895463,0.000016985992,0.0002463502],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98729867,0.0039202613,0.0034756304,0.0013598828,0.0034930592,0.00045238688],"domain_scores_gemma":[0.8844434,0.09795287,0.006992541,0.0022370631,0.007657139,0.0007169359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012891388,0.0012750991,0.0025879573,0.0342537,0.0016463436,0.011932583,0.0022990906,0.0034358662,0.0055181533],"category_scores_gemma":[0.058087014,0.0011054524,0.0023253153,0.039743528,0.00462704,0.010719243,0.0039056987,0.004218311,0.0013921566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013981499,0.00010885367,0.0053118393,0.10018339,0.0006197999,0.00054297794,0.005586374,0.00061741733,0.00046217605,0.029723335,0.025764745,0.83093935],"study_design_scores_gemma":[0.00003489472,0.0001159163,0.013346117,0.29782167,0.0014209821,0.003494724,0.011876273,0.00068664,0.0007295431,0.02014652,0.6501802,0.00014661287],"about_ca_topic_score_codex":0.011122915,"about_ca_topic_score_gemma":0.0131997345,"teacher_disagreement_score":0.0342537,"about_ca_system_score_codex":0.0060776114,"about_ca_system_score_gemma":0.011298712,"threshold_uncertainty_score":0.068176985},"labels":[],"label_agreement":null},{"id":"W3208511619","doi":"","title":"Young Scientist Award for Diet & Nutrition 2020","year":2020,"lang":"en","type":"article","venue":"Journal of Health Informatics","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Gerontology; Clinical nutrition; Political science; Library science; Medicine; Computer science","score_opus":0.019161780607292195,"score_gpt":0.30000921631171334,"score_spread":0.28084743570442117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208511619","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036560993,0.026187891,0.003031935,0.27415866,0.43348336,0.0013510995,0.008652836,0.0013966794,0.24808145],"genre_scores_gemma":[0.011733983,0.02299102,0.0064637545,0.06483746,0.06792912,0.0011030302,0.013339374,0.0004709097,0.8111315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953322,0.0005095611,0.00023231363,0.0004969752,0.0022205936,0.0012083871],"domain_scores_gemma":[0.97363317,0.0004833603,0.0003765622,0.00042144902,0.007243521,0.017841991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114197815,0.0021752426,0.0020665023,0.0021176774,0.002369609,0.0062787207,0.0018840965,0.007741565,0.10768336],"category_scores_gemma":[0.008847916,0.0005922859,0.0018525487,0.0011222813,0.00091723655,0.0014877064,0.005563025,0.007473302,0.09494223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020221734,0.0001391813,0.00035064766,0.000118296935,0.000034210916,0.00013080187,0.000021138714,0.000050909162,0.0004102498,0.0030936096,0.9572555,0.038193192],"study_design_scores_gemma":[0.00024049226,0.00026408298,0.0016683739,0.00016521936,0.000033133045,0.00015190471,0.000052856954,0.00014292136,0.00022539088,0.0014964852,0.9955413,0.000017866234],"about_ca_topic_score_codex":0.004923875,"about_ca_topic_score_gemma":0.017379785,"teacher_disagreement_score":0.10768336,"about_ca_system_score_codex":0.00412971,"about_ca_system_score_gemma":0.024912253,"threshold_uncertainty_score":0.3602367},"labels":[],"label_agreement":null},{"id":"W4404566147","doi":"10.59681/2175-4411.v16.iespecial.2024.1420","title":"XX Congresso Brasileiro de Informática em Saúde - CBIS'24","year":2024,"lang":"pt","type":"article","venue":"Journal of Health Informatics","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia Bible College","funders":"","keywords":"Humanities; Art","score_opus":0.1383033121238789,"score_gpt":0.47059523245090024,"score_spread":0.3322919203270214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404566147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018420689,0.32588914,0.03105512,0.099219576,0.053722013,0.0009769143,0.004768191,0.0015586062,0.46438983],"genre_scores_gemma":[0.23085138,0.27627382,0.065738745,0.013630127,0.010829708,0.0012852987,0.0071249027,0.0017244372,0.39254153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98958987,0.0035765413,0.0011770439,0.0009646021,0.0036735034,0.0010183629],"domain_scores_gemma":[0.9841723,0.0038298545,0.00079294585,0.0028099022,0.0064509274,0.001943986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020711958,0.0011922249,0.0019506754,0.010999629,0.0030454842,0.009800757,0.0017969487,0.0035663452,0.03688669],"category_scores_gemma":[0.017962534,0.0007476542,0.0012618713,0.006773468,0.0036379758,0.0034796274,0.005836208,0.004015971,0.009998196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021432865,0.00018023305,0.0057872874,0.00236829,0.00007605802,0.00036820493,0.0025603059,0.00040758436,0.004468725,0.18465729,0.32590204,0.47300962],"study_design_scores_gemma":[0.000014412883,0.00003490385,0.004400402,0.0014259069,0.00003585172,0.00030905716,0.00081106153,0.00022991419,0.00090373895,0.0046030967,0.9872083,0.000023337772],"about_ca_topic_score_codex":0.051994883,"about_ca_topic_score_gemma":0.039879076,"teacher_disagreement_score":0.051994883,"about_ca_system_score_codex":0.0067679686,"about_ca_system_score_gemma":0.02627082,"threshold_uncertainty_score":0.123398304},"labels":[],"label_agreement":null}]}