{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"ed668c7f3ed2","filters":{"venue":"Agency for Healthcare Research and Quality (US) eBooks"}},"results":[{"id":"W2195852580","doi":"","title":"Behavioral Counseling to Prevent Skin Cancer: Systematic Evidence Review to Update the 2003 U.S. Preventive Services Task Force Recommendation","year":2011,"lang":"en","type":"book","venue":"Agency for Healthcare Research and Quality (US) eBooks","topic":"Skin Protection and Aging","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Task force; Task (project management); Medicine; Psychology; Family medicine; Engineering; Political science","authors":[{"name":"Jennifer S Lin","is_ca":false},{"name":"Michelle Eder","is_ca":false},{"name":"Sheila Weinmann","is_ca":false},{"name":"Sarah P Zuber","is_ca":false},{"name":"Tracy L Beil","is_ca":false},{"name":"Daphne Plaut","is_ca":false},{"name":"Kevin W Lutz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2284023780990442,"gpt":0.4924647290928448,"spread":0.2640623509938006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01141119,0.0004132769,0.001164354,0.0002972926,0.0007977698,0.00009070171,0.0004203559,0.0002622672,0.0001187496],"category_scores_gemma":[0.0005400748,0.0003036586,0.0002067384,0.0002946228,0.00009013512,0.0001102531,0.0002131245,0.001049547,0.00005226209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008063097,"about_ca_system_score_gemma":0.001727137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00790236,"about_ca_topic_score_gemma":0.004844812,"domain_scores_codex":[0.994093,0.001648145,0.001406214,0.000924712,0.001066965,0.0008609575],"domain_scores_gemma":[0.9950019,0.0004991912,0.0005182379,0.0008515921,0.002423422,0.0007056217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007987292,0.000172159,0.0001061083,0.8305283,0.0003311139,0.00001162264,0.009890135,1.98158e-7,0.0001025726,0.002544845,0.01515536,0.1403589],"study_design_scores_gemma":[0.0007443254,0.003324099,0.0003845958,0.689149,0.0007970242,0.00005835469,0.001378921,0.00003333807,0.0006776911,0.005781264,0.2966889,0.0009825078],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02190257,0.6103347,0.005185096,0.09569807,0.003314347,0.2450965,0.002641806,0.0006054081,0.01522152],"genre_scores_gemma":[0.0227446,0.1832705,0.001929644,0.02870236,0.001657551,0.04102179,0.0009173252,0.0003898082,0.7193664],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7041449,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1585695883","doi":"","title":"Use of Aspirin and NSAIDs to Prevent Colorectal Cancer","year":2007,"lang":"en","type":"book","venue":"Agency for Healthcare Research and Quality (US) eBooks","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Aspirin; Medicine; Colorectal cancer; Cancer; Internal medicine; Oncology","authors":[{"name":"Alaa Rostom","is_ca":true},{"name":"Catherine Dubé","is_ca":false},{"name":"Gabriela Lewin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2199515974749537,"gpt":0.4731647876303802,"spread":0.2532131901554265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0051336,0.0003820781,0.001115519,0.0006042077,0.00028098,0.00003182105,0.0001350595,0.0006757912,0.00002943913],"category_scores_gemma":[0.0005758575,0.0003357482,0.0001858442,0.000108808,0.0004765525,0.00004775436,0.0001889075,0.001045219,0.000005565872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004643499,"about_ca_system_score_gemma":0.002613186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006450898,"about_ca_topic_score_gemma":0.005160329,"domain_scores_codex":[0.9956579,0.0004475559,0.0009364255,0.0007489795,0.001160239,0.001048949],"domain_scores_gemma":[0.9956215,0.00133402,0.000224121,0.0004685785,0.001068949,0.001282818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01849114,0.0006073107,0.02923297,0.1182412,0.001193113,0.0004233143,0.008983913,4.886315e-7,0.009707693,0.03629879,0.031565,0.7452551],"study_design_scores_gemma":[0.0038238,0.02079785,0.09381166,0.01006247,0.0002790937,0.00007503948,0.0002160189,0.00003024018,0.03038429,0.007856712,0.8311944,0.001468456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9754997,0.005638957,0.00003578264,0.000689337,0.0003399301,0.007520211,0.0007807477,0.00004797617,0.009447393],"genre_scores_gemma":[0.2600995,0.005288351,0.001419477,0.0020261,0.002880933,0.002286872,0.0005239703,0.000364718,0.7251101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7996294,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}