{"id":"W2806245551","doi":"10.1097/jcp.0000000000000753","title":"Statistics Commentary Series","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Library science; Series (stratigraphy); Psychiatry; Psychology; Family medicine; Medicine; Computer science","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":[0.01486915,0.0008815961,0.001511081,0.003774796,0.001638825,0.003592687,0.002495639,0.007759791,0.1959304],"category_scores_gemma":[0.1709045,0.0008677412,0.001724843,0.004103593,0.001155899,0.001832832,0.001400397,0.008608757,0.06692557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005501888,"about_ca_system_score_gemma":0.01553298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01602061,"about_ca_topic_score_gemma":0.01922085,"domain_scores_codex":[0.9862023,0.004680597,0.001703455,0.001169752,0.005486074,0.000757849],"domain_scores_gemma":[0.8720502,0.05931345,0.005624475,0.004977087,0.05293253,0.005102213],"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":[0.00002183878,0.000001806615,0.0000288405,0.0000858475,0.000006524679,0.000007362534,0.00000346415,0.00001078718,0.000004234905,0.0003721059,0.9970183,0.002438881],"study_design_scores_gemma":[0.00007456885,0.00001205254,0.0003660386,0.0007865983,0.00001709584,0.00003057091,0.00001773843,0.00006131884,0.0000319276,0.001305129,0.9972852,0.00001170797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000254425,0.00625003,0.001677433,0.6024266,0.2703171,0.0008359287,0.04529282,0.0006397718,0.0723059],"genre_scores_gemma":[0.007482496,0.01243051,0.003092809,0.5161567,0.243329,0.004139541,0.02754862,0.001222096,0.1845984],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1959304,"threshold_uncertainty_score":0.6554526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2644153097211319,"score_gpt":0.6485100013007725,"score_spread":0.3840946915796406,"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."}}