{"id":"W3088606143","doi":"10.1111/bdi.13000","title":"Lithium stabilization and misunderstandings: Toward understanding why lithium is underutilized","year":2020,"lang":"en","type":"letter","venue":"Bipolar Disorders","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Centre for Movement Disorders","funders":"","keywords":"Lithium (medication); Psychology; Psychotherapist; Psychiatry","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":[0.005443406,0.0004100505,0.0006171248,0.0007269824,0.004536577,0.005230687,0.001699982,0.03346621,0.002029693],"category_scores_gemma":[0.03645156,0.0003211419,0.0005027393,0.0006276473,0.007079605,0.006413094,0.002185598,0.02959898,0.001324001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005784347,"about_ca_system_score_gemma":0.00608499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410038,"about_ca_topic_score_gemma":0.009871891,"domain_scores_codex":[0.9952204,0.002075031,0.0006324939,0.0004197196,0.001232028,0.0004202938],"domain_scores_gemma":[0.9733218,0.01993782,0.001954963,0.000478256,0.003183095,0.001123992],"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":[0.00009156901,0.00006547038,0.001738945,0.0001653658,0.00002667536,0.00841524,0.005504814,0.0001577837,0.0005904345,0.0601912,0.8794777,0.04357484],"study_design_scores_gemma":[0.00003928782,0.00004591368,0.0008207471,0.0005778054,0.00003234849,0.007627141,0.008649741,0.0007739781,0.001601481,0.1003828,0.8793635,0.00008533679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008937285,0.002261821,0.0003055806,0.9900376,0.004266876,0.000003015847,0.00001090296,0.00001452713,0.002206046],"genre_scores_gemma":[0.03132715,0.004154675,0.001099549,0.9393554,0.01899309,0.00001748034,0.0000154973,0.00004932862,0.004987834],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03346621,"threshold_uncertainty_score":0.04196858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024354077889254,"score_gpt":0.2476596477757685,"score_spread":0.197416106996876,"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."}}