{"id":"W2464962423","doi":"10.1097/01.yco.0000266705.93919.91","title":"Forum – Melancholia","year":2007,"lang":"en","type":"article","venue":"Current Opinion in Psychiatry","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Melancholia; Psychoanalysis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007997736,0.00006118485,0.00008343066,0.00009128228,0.0003399945,0.00001008489,0.0001272536,0.00008401382,0.000125738],"category_scores_gemma":[0.00009357783,0.00006183816,0.00004099623,0.0002722649,0.0001839679,0.0000780858,0.00001811101,0.0001744895,0.0001486601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000538329,"about_ca_system_score_gemma":0.000144668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007411831,"about_ca_topic_score_gemma":0.0001657066,"domain_scores_codex":[0.9991667,0.00006525924,0.0001811465,0.0001442248,0.0001270639,0.0003156022],"domain_scores_gemma":[0.9996634,0.00009309514,0.00005407835,0.00009103272,0.00003392101,0.00006444015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005287465,0.00007163979,0.6713821,0.000008955122,0.000003190402,1.20611e-8,0.006541804,1.527857e-7,1.16362e-7,0.1290471,0.186998,0.005941567],"study_design_scores_gemma":[0.0001567233,0.000006312368,0.3752068,0.00003657408,0.000001125049,1.371956e-7,0.02678147,2.164335e-7,3.351822e-7,0.01997071,0.5777686,0.00007100392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.2740492,0.05452848,0.001107569,0.04357602,0.5314483,0.0005446209,0.000005378826,0.0002404728,0.09449999],"genre_scores_gemma":[0.9919261,0.002584155,0.0004032782,0.0002953992,0.004512802,0.00002521146,0.00001018268,0.000007298162,0.0002355871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7178769,"threshold_uncertainty_score":0.2614997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08036022364025601,"score_gpt":0.4663393117346125,"score_spread":0.3859790880943565,"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."}}