{"id":"W2089804068","doi":"10.1159/000283830","title":"A Comparative Study of Involutional Depressive Patients in French Canada and in Hungary","year":2010,"lang":"en","type":"article","venue":"Psychiatria Clinica","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blame; Psychiatry; Psychology; Population; Brain disease; Demography; Disease; Pediatrics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002698446,0.0001293738,0.0004261599,0.0001241492,0.00004443506,0.00000380538,0.0001544881,0.0000838502,0.0001403714],"category_scores_gemma":[0.0001195806,0.0001201865,0.00003013642,0.0002187403,0.00006937062,0.00003406747,0.00006840115,0.0004350687,0.000004334292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001722787,"about_ca_system_score_gemma":0.0001540195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6414134,"about_ca_topic_score_gemma":0.9913047,"domain_scores_codex":[0.9983899,0.0002172378,0.000674117,0.0003421601,0.0001739351,0.0002026514],"domain_scores_gemma":[0.9986923,0.0007190335,0.0002193543,0.0002416781,0.00007359043,0.000054003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000240552,0.001565872,0.9879469,0.000003952228,0.00008458947,0.000004547256,0.00568432,0.000002321205,0.000004226661,0.00005515189,0.00431431,0.00009321125],"study_design_scores_gemma":[0.005680684,0.0002867355,0.9900935,0.00000358706,0.00002141734,4.562311e-7,0.003288912,0.000007439789,0.000001247235,0.0003879464,0.0001144507,0.0001135937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951749,0.000267393,2.481493e-7,0.0001151264,0.001709607,0.0005024589,0.00002973994,0.000005889787,0.002194574],"genre_scores_gemma":[0.9995902,0.00001082236,0.00008306438,0.0001221356,0.00007869372,0.0000612861,0.000007364357,0.000006614685,0.00003980099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3498913,"threshold_uncertainty_score":0.4901065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04107277164603566,"score_gpt":0.3617696023626691,"score_spread":0.3206968307166334,"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."}}