{"id":"W2929444657","doi":"10.1097/jcp.0000000000001040","title":"Statistics Commentary Series","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Library science; Psychiatry; Psychology; 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":[0.01423158,0.0008406073,0.001543807,0.004129106,0.001603362,0.003674727,0.002439214,0.006750944,0.2689924],"category_scores_gemma":[0.1666,0.0008730432,0.001636513,0.004374793,0.001108418,0.001798587,0.001505569,0.007363563,0.1019706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004874768,"about_ca_system_score_gemma":0.01369571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441816,"about_ca_topic_score_gemma":0.0179964,"domain_scores_codex":[0.98707,0.004285349,0.001736739,0.001188719,0.004998733,0.0007204418],"domain_scores_gemma":[0.8845786,0.04787789,0.005233275,0.005807247,0.05174192,0.004761065],"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":[0.0000270753,0.00000215273,0.00003305612,0.00009224877,0.000006011539,0.000008013485,0.00000383931,0.00001109758,0.000005233945,0.0003438451,0.996353,0.003114418],"study_design_scores_gemma":[0.00006971879,0.00001191667,0.0003619298,0.0006813056,0.00001277549,0.00002941737,0.00001791461,0.00005470653,0.00002976666,0.001111813,0.9976078,0.00001084454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003362477,0.006567574,0.002495558,0.5162786,0.2899811,0.001328457,0.07014264,0.001047908,0.1118218],"genre_scores_gemma":[0.008497924,0.01251212,0.004468106,0.4246467,0.2178513,0.005615234,0.04080217,0.001839298,0.2837673],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2689924,"threshold_uncertainty_score":0.8998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06840929709992843,"score_gpt":0.5193861074734353,"score_spread":0.4509768103735068,"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."}}