{"id":"W2898833496","doi":"10.4088/pcc.18m02340","title":"Factors That Impact Treatment Decisions","year":2018,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Depression (economics); Medicine; Psychiatry; Antidepressant medication; Bipolar disorder; Antidepressant; Family medicine; Mood; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003754608,0.000295956,0.0004169549,0.0008712208,0.001621779,0.002290373,0.0004504933,0.001230552,0.01024606],"category_scores_gemma":[0.03881982,0.0002247367,0.0008363038,0.0009796456,0.0007310828,0.001197378,0.0009495341,0.002229265,0.0009369971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468142,"about_ca_system_score_gemma":0.002445556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005799545,"about_ca_topic_score_gemma":0.01042276,"domain_scores_codex":[0.9924796,0.003285337,0.0009495328,0.0005715667,0.001993874,0.0007200101],"domain_scores_gemma":[0.9690763,0.01411129,0.01070378,0.0006325917,0.001908734,0.003567314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002470468,0.0004820556,0.9115523,0.0003596052,0.0004696694,0.0004007694,0.002589726,0.0004817734,0.0002185749,0.0008814821,0.0113038,0.07101327],"study_design_scores_gemma":[0.0001186489,0.0003959187,0.9484776,0.001130289,0.0004700507,0.001619815,0.008108372,0.001456225,0.0003934418,0.003144563,0.0345568,0.0001283706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018234,0.009961941,0.001539214,0.03467363,0.0004685031,0.0002385,0.002216171,0.00007629487,0.04900226],"genre_scores_gemma":[0.9939289,0.001446981,0.0008866905,0.002409223,0.0001680737,0.00003730042,0.000323989,0.00001140801,0.0007873774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024606,"threshold_uncertainty_score":0.03427649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05912884273143375,"score_gpt":0.3244448951132157,"score_spread":0.2653160523817819,"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."}}