{"id":"W4236839340","doi":"10.1177/0706743719887023","title":"Open for Business","year":2019,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Queen's University; University of Toronto","funders":"","keywords":"Psychology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003227638,0.0007166912,0.0009862967,0.001068526,0.008376515,0.01629512,0.001430959,0.05199117,0.08278731],"category_scores_gemma":[0.02696205,0.0006369068,0.001044546,0.0007378602,0.004521271,0.006003061,0.00402261,0.03483573,0.05761299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007626499,"about_ca_system_score_gemma":0.01245051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03012646,"about_ca_topic_score_gemma":0.07406984,"domain_scores_codex":[0.994995,0.0006131523,0.0002614773,0.000673462,0.002343965,0.001112938],"domain_scores_gemma":[0.9911667,0.002324333,0.0004107319,0.0005927563,0.002226572,0.003279051],"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":[0.00001164524,0.00001367656,0.0001119599,0.00001415982,0.000003265626,0.0001745655,0.00005339291,0.00001925921,0.00005189004,0.01843865,0.976483,0.004624506],"study_design_scores_gemma":[0.00001120848,0.000006659222,0.0002400225,0.00006198372,0.000002259886,0.00007512129,0.0001072221,0.00008089963,0.00002471397,0.009695382,0.9896834,0.00001116786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000433161,0.002028022,0.0003078333,0.7450382,0.02454528,0.00004162094,0.0001683073,0.0001143167,0.2273232],"genre_scores_gemma":[0.004781801,0.0006510699,0.000178634,0.5078327,0.01168765,0.00004802087,0.0000591826,0.00006889741,0.474692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9698735,"threshold_uncertainty_score":0.2769511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07874682886986403,"score_gpt":0.2779210992158814,"score_spread":0.1991742703460173,"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."}}