{"id":"W3125553310","doi":"10.14288/1.0395120","title":"Determining the primary endpoints for diagnostic test accuracy reviews of substance use disorders","year":2020,"lang":"en","type":"article","venue":"Open Collections","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Test (biology); Medicine; Diagnostic test; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2441612,0.001670903,0.007072115,0.01625394,0.001257588,0.007082891,0.003860355,0.003240761,0.003258423],"category_scores_gemma":[0.575321,0.001146976,0.01051525,0.01155653,0.002320941,0.004666757,0.003257361,0.003327194,0.0009132235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004451392,"about_ca_system_score_gemma":0.006439835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593712,"about_ca_topic_score_gemma":0.007250147,"domain_scores_codex":[0.6611164,0.1691135,0.09672913,0.01006308,0.06146134,0.001516641],"domain_scores_gemma":[0.3038243,0.4937657,0.09165643,0.01922943,0.09029062,0.001233513],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004053589,0.0002315608,0.09591907,0.2994964,0.1056386,0.0002737998,0.003342877,0.001530336,0.001134425,0.01444179,0.03736963,0.436568],"study_design_scores_gemma":[0.00256296,0.002996439,0.1888365,0.2668043,0.2657571,0.001592886,0.00256942,0.004276783,0.008050536,0.02159584,0.2342327,0.0007245208],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01752675,0.9280167,0.02199784,0.006701665,0.004157739,0.004316015,0.007912321,0.0001905843,0.009180374],"genre_scores_gemma":[0.5486712,0.3254246,0.08150414,0.009704097,0.004784418,0.0151628,0.01202919,0.0003930751,0.002326537],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7558388,"threshold_uncertainty_score":0.9320838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3226134803611788,"score_gpt":0.4860988248720073,"score_spread":0.1634853445108286,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}