{"id":"W2969163274","doi":"10.1097/jcp.0000000000001094","title":"Statistics Commentary Series","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; University of Toronto","funders":"","keywords":"Library science; Series (stratigraphy); Psychiatry; Psychology; Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01505063,0.0008826946,0.001555849,0.004164887,0.00165174,0.003747556,0.00255918,0.007165763,0.2331549],"category_scores_gemma":[0.1651295,0.0008862219,0.001698136,0.004747896,0.001129435,0.00185967,0.001483558,0.007897408,0.08196009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005586806,"about_ca_system_score_gemma":0.0157807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695699,"about_ca_topic_score_gemma":0.02059712,"domain_scores_codex":[0.985733,0.004790409,0.001787921,0.001199578,0.005709657,0.0007794804],"domain_scores_gemma":[0.8770228,0.05470971,0.005484145,0.00519936,0.05270142,0.004882621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002276888,0.000001882565,0.00002904759,0.00008796668,0.000005831994,0.000006165925,0.000003543975,0.00000997794,0.000004156636,0.0003493015,0.9968265,0.002652879],"study_design_scores_gemma":[0.00007081717,0.00001157481,0.0003775054,0.0007498492,0.00001434,0.00002559228,0.00001789593,0.00005235533,0.00002870141,0.001115558,0.9975249,0.00001097112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002909408,0.007190807,0.001843795,0.5738173,0.2553976,0.001014861,0.06354959,0.0008050888,0.09609002],"genre_scores_gemma":[0.00787186,0.01406344,0.003597443,0.4776393,0.2130943,0.005011028,0.03874839,0.001536015,0.2384383],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2331549,"threshold_uncertainty_score":0.7799807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401674807389257,"score_gpt":0.5975299529401327,"score_spread":0.457362472201207,"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."}}