{"id":"W3088688333","doi":"10.1111/bdi.12997","title":"Commentary: Lithium treatment for bipolar disorder","year":2020,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Bruce J. Anderson Foundation; Aretaeus Foundation of Rome","keywords":"Bipolar disorder; Lithium (medication); Treatment of bipolar disorder; Psychology; Psychotherapist; Psychiatry; Medicine; Mania","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":[0.004584569,0.001706713,0.002357593,0.001826682,0.004794894,0.003624951,0.004402871,0.05704261,0.01762518],"category_scores_gemma":[0.03989851,0.001000873,0.002371126,0.002002967,0.003055872,0.004861319,0.002485882,0.04552865,0.008094641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005593648,"about_ca_system_score_gemma":0.009834531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132301,"about_ca_topic_score_gemma":0.02417968,"domain_scores_codex":[0.9969182,0.001075868,0.0004734936,0.0003212504,0.0008508266,0.0003604778],"domain_scores_gemma":[0.9738979,0.01568549,0.001326331,0.0004055566,0.005492383,0.00319238],"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":[0.00003283077,0.000007158631,0.00004995654,0.0001082236,0.00001281704,0.00007345925,0.0000194796,0.00001677147,0.00001908069,0.0003354462,0.9972734,0.002051415],"study_design_scores_gemma":[0.000340451,0.00008492464,0.0007903216,0.002017153,0.0002173078,0.0005597709,0.000312206,0.0002422788,0.0001411245,0.003155183,0.9920814,0.00005788718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001251324,0.00468883,0.0000404843,0.7699633,0.2232384,0.00001615908,0.0001169166,0.00001756547,0.001793325],"genre_scores_gemma":[0.001338535,0.002464961,0.00009034024,0.8014412,0.1902931,0.00003973623,0.00006028872,0.00002557732,0.004246287],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05704261,"threshold_uncertainty_score":0.05896211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253393619826771,"score_gpt":0.272399537408859,"score_spread":0.2498656012105913,"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."}}