{"id":"W2995961033","doi":"10.1097/jcp.0000000000001165","title":"Statistics Commentary Series. Commentary No. 37","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Library science; Series (stratigraphy); Psychiatry; Psychology; Gerontology; 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":[0.011451,0.001447507,0.002440957,0.004280836,0.004497955,0.004855784,0.005135378,0.02968062,0.1158869],"category_scores_gemma":[0.1056847,0.00168003,0.003097903,0.00415375,0.002758479,0.003555809,0.002147329,0.02266471,0.05825501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01378691,"about_ca_system_score_gemma":0.02784013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04225396,"about_ca_topic_score_gemma":0.04595496,"domain_scores_codex":[0.9852234,0.003748365,0.001543823,0.001281879,0.006960313,0.001242133],"domain_scores_gemma":[0.9303126,0.02985763,0.003307963,0.001893319,0.02999637,0.0046321],"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":[0.00001235889,0.000001770299,0.00001171068,0.00007886219,0.000004160451,0.00001229869,0.000004881179,0.000005992843,0.000005422666,0.0002020014,0.9986941,0.0009665565],"study_design_scores_gemma":[0.00009851016,0.00001271067,0.0002582834,0.00108975,0.00002426178,0.00004506349,0.00004039003,0.00005167072,0.00003452687,0.001465325,0.9968593,0.00002024381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000730581,0.00276621,0.0001243827,0.7933159,0.1851617,0.0002284354,0.00343589,0.0001809401,0.01471339],"genre_scores_gemma":[0.001117395,0.002042021,0.0002428141,0.8844288,0.07261926,0.0007016318,0.001102726,0.0001639011,0.03758137],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1158869,"threshold_uncertainty_score":0.3876801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679894768175448,"score_gpt":0.4649982161357725,"score_spread":0.398199268454018,"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."}}