{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001038755,0.0005740892,0.0004952966,0.0003178727,0.0002548544,0.0003783368,0.000223902,0.0007602274,0.0004735596],"category_scores_gemma":[0.00007851396,0.0006348289,0.0001523265,0.0005053442,0.0001613302,0.0004698509,0.00004499139,0.001306016,0.0000493924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736301,"about_ca_system_score_gemma":0.00009008953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002877888,"about_ca_topic_score_gemma":0.00008853972,"domain_scores_codex":[0.9978148,0.00007693286,0.0005028149,0.0006153264,0.0004987339,0.0004914383],"domain_scores_gemma":[0.9992017,0.0001766151,0.0001402044,0.0002738474,0.00005665602,0.0001510509],"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":[0.0000154444,0.00001152745,0.0001127116,0.001489942,0.0001636249,0.000008703634,0.002316894,0.0000792241,0.0001759144,0.0005310728,0.9946718,0.0004231402],"study_design_scores_gemma":[0.0004931722,0.00004612899,0.000007699678,0.00009122816,0.0001052196,0.000007027366,0.002077331,0.005199984,0.0001563583,0.008724012,0.9823997,0.0006921535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00003215677,0.02579128,0.2795744,0.6763766,0.001475785,0.0008498884,0.0001891129,0.001711909,0.01399885],"genre_scores_gemma":[0.02838446,0.0898116,0.0008850642,0.8724579,0.001770616,0.0001141912,0.001446611,0.0007372098,0.004392297],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2786894,"threshold_uncertainty_score":0.9996103,"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."}}