{"id":"W2745839648","doi":"10.1016/j.jad.2017.08.026","title":"Temperaments in psychotic and major affective disorders","year":2017,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bipolar disorder; Mood disorders; Temperament; Logistic regression; Psychiatry; Mood; Depression (economics); Clinical psychology; Psychology; Poison control; Medicine; Internal medicine; Anxiety; Personality","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":[],"consensus_categories":[],"category_scores_codex":[0.0005206523,0.0002629729,0.0004938266,0.0003265468,0.0003506558,0.00009060099,0.0003315062,0.0001203154,0.0001098473],"category_scores_gemma":[0.0004018576,0.0002214879,0.0001719636,0.0001271199,0.0003079015,0.0003765326,0.00007718361,0.0004732936,0.00002575211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008232653,"about_ca_system_score_gemma":0.00002967859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188561,"about_ca_topic_score_gemma":0.004913233,"domain_scores_codex":[0.9984704,0.000247883,0.000347128,0.0003118009,0.0002341185,0.0003887177],"domain_scores_gemma":[0.9985502,0.0004034598,0.0005267077,0.0003251609,0.00008698324,0.0001075115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005362528,0.0005361346,0.9416498,0.00001959498,0.0005974788,0.00003462821,0.006553328,0.000005968485,0.0001432808,0.000367876,0.00118232,0.04837332],"study_design_scores_gemma":[0.005438111,0.0008540587,0.9772089,0.00003633751,0.00008155261,0.00002315319,0.007771073,0.000006912791,0.00002274765,0.007948513,0.0003717899,0.0002368407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797105,0.001957372,0.0001274954,0.001404354,0.001262218,0.000431749,0.00000459933,0.00001130204,0.01509037],"genre_scores_gemma":[0.9987458,0.0007205814,0.00005461954,0.0001594221,0.00009332147,0.00002934319,5.30541e-7,0.00003058721,0.0001657698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04813647,"threshold_uncertainty_score":0.9032013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520304071115815,"score_gpt":0.3357284429489578,"score_spread":0.3205254022377996,"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."}}