{"id":"W4366815478","doi":"10.4088/pcc.22m03322","title":"Screening for Bipolar I Disorder and the Rapid Mood Screener","year":2023,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mood; Bipolar disorder; Psychiatry; Psychology; Clinical psychology","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":[0.003071891,0.0001287677,0.0002332054,0.00055061,0.0002043857,0.0003424222,0.0001106522,0.0002806834,0.001965765],"category_scores_gemma":[0.008294445,0.0001332039,0.0003025436,0.000401171,0.0001754223,0.0003929495,0.0003763664,0.0004060469,0.0001532986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003852129,"about_ca_system_score_gemma":0.0006469391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005067347,"about_ca_topic_score_gemma":0.01323,"domain_scores_codex":[0.9970251,0.001768918,0.0001865297,0.0001107884,0.0007573938,0.000151408],"domain_scores_gemma":[0.9951671,0.001529648,0.002151147,0.00009118198,0.0005710059,0.000489936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007513562,0.0002912884,0.9130908,0.0002412961,0.0001031061,0.0001071268,0.0002600756,0.000120254,0.0005281154,0.0001427224,0.002919844,0.08144401],"study_design_scores_gemma":[0.00005835195,0.001230616,0.9951786,0.0001475268,0.00005073435,0.0004925849,0.000213598,0.0002741156,0.0001291224,0.00005191713,0.002159748,0.00001313374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793002,0.00528521,0.0005496695,0.002454803,0.0001271706,0.0002977117,0.0007322807,0.00002515456,0.01122784],"genre_scores_gemma":[0.9938031,0.002084484,0.001958971,0.0007716346,0.00008998611,0.0001025201,0.0004129098,0.000002687547,0.0007735778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005067347,"threshold_uncertainty_score":0.0162459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100568364263998,"score_gpt":0.2640034848060505,"score_spread":0.2429978011634105,"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."}}