{"id":"W2561571617","doi":"10.1001/jamapsychiatry.2016.3247","title":"Association Between Hospitalization for Infection and Suicide","year":2016,"lang":"en","type":"letter","venue":"JAMA Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; Psychiatry; MEDLINE; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007458309,0.0001329428,0.0002124923,0.000978938,0.000588831,0.0005373248,0.0003227201,0.001147552,0.008515642],"category_scores_gemma":[0.009970189,0.0001879051,0.0005458114,0.0009152199,0.0002466941,0.0004846216,0.0003100868,0.001536702,0.000565159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004760601,"about_ca_system_score_gemma":0.0007473251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00996362,"about_ca_topic_score_gemma":0.01748319,"domain_scores_codex":[0.9992791,0.0002950044,0.0001324895,0.00006992076,0.0001406368,0.00008281533],"domain_scores_gemma":[0.9945417,0.002287153,0.00141104,0.0002568509,0.0007034722,0.0007997499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008874879,0.00003772291,0.9929523,0.00002248827,0.00005817552,0.0003418186,0.00008002362,0.0000233062,0.00002736218,0.00008757174,0.003914332,0.002366131],"study_design_scores_gemma":[0.00002303042,0.00009185028,0.9954266,0.00008673615,0.00005537054,0.001803686,0.0004286904,0.000327038,0.00003485316,0.0003309975,0.00138076,0.0000104398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458582,0.003514099,0.000108824,0.03187389,0.0007796315,0.00002225745,0.002241858,0.00002164105,0.01557964],"genre_scores_gemma":[0.9953156,0.00071381,0.000077691,0.00172136,0.0003417071,0.000009427425,0.0003074967,0.000003606504,0.001509374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00996362,"threshold_uncertainty_score":0.02848768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133171864700636,"score_gpt":0.3050719543084912,"score_spread":0.2837402356614848,"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."}}