{"id":"W7074174602","doi":"","title":"Gender-specific suicide risk factors: a case-control study of individuals with major depressive disorder","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Major depressive disorder; Context (archaeology); Suicide prevention; Suicide Risk; Poison control; Suicide attempt; Depression (economics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008296244,0.0005740463,0.0005706852,0.001093978,0.001331622,0.0006070278,0.0005709374,0.000723277,0.001377958],"category_scores_gemma":[0.001983575,0.0007795261,0.0004439068,0.0009448324,0.0005979238,0.0003526855,0.0005490044,0.0005317025,0.0002903316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008347927,"about_ca_system_score_gemma":0.0005160299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0255241,"about_ca_topic_score_gemma":0.03199763,"domain_scores_codex":[0.9994993,0.0001390966,0.00004733102,0.0001282849,0.0001038527,0.00008208861],"domain_scores_gemma":[0.9994677,0.0001040258,0.0001595059,0.00009451412,0.00007182025,0.0001024013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002518641,0.0002924304,0.9946817,0.00002382277,0.0000822286,0.001296952,0.001033433,0.00001267858,0.0006126126,0.00004395792,0.0001579942,0.001510506],"study_design_scores_gemma":[0.00005359691,0.0005418465,0.9948355,0.00001431572,0.0000780032,0.002571618,0.001328231,0.0000881445,0.00009472717,0.00003375383,0.0003519427,0.000008378795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994048,0.0001944962,0.00007927194,0.00002084225,0.000005992128,0.00003216347,0.0000871333,0.000001337379,0.0001739555],"genre_scores_gemma":[0.9991304,0.0002117702,0.0001709171,0.00004059997,0.00001184867,0.00003523301,0.0001607608,0.000001564727,0.0002368526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255241,"threshold_uncertainty_score":0.05075109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340700406311896,"score_gpt":0.2225709554087106,"score_spread":0.2091639513455917,"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."}}