{"id":"W2903260384","doi":"10.1016/j.jpainsymman.2018.10.487","title":"Prevalence and Risk Factors of Suicidal Ideation in Head and Neck Cancer Patients: Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Suicidal ideation; Medicine; Suicide attempt; Head and neck cancer; Prospective cohort study; Poison control; Outpatient clinic; Longitudinal study; Psychiatry; Suicide prevention; Internal medicine; Cancer; Emergency medicine","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":[0.0008653451,0.0003448757,0.0004638364,0.0009675398,0.001050255,0.001104283,0.0004605824,0.001075299,0.001288683],"category_scores_gemma":[0.002195047,0.0006151584,0.0009392737,0.001138588,0.0004585944,0.001038819,0.0008083188,0.001565727,0.0003929452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006460531,"about_ca_system_score_gemma":0.0007502593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460486,"about_ca_topic_score_gemma":0.01537622,"domain_scores_codex":[0.999487,0.0001326486,0.00006534548,0.0001066533,0.00008205723,0.000126279],"domain_scores_gemma":[0.9983984,0.0001658216,0.000559572,0.0001743086,0.000288088,0.0004137081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108122,0.0001082559,0.9991417,0.000002963686,0.00003454416,0.00002794741,0.0001603434,0.000006592561,0.00008071703,0.000003934642,0.00003609379,0.0002860923],"study_design_scores_gemma":[0.000007869756,0.0001551452,0.9989229,0.000003034498,0.00002874352,0.0001137329,0.0006151681,0.00004702615,0.00002217593,0.000008358104,0.00007065631,0.000005139505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994752,0.00009949254,0.00002854535,0.00002923739,0.0000044078,0.00001133796,0.0002050742,0.000001693657,0.0001450315],"genre_scores_gemma":[0.9991432,0.00009023871,0.0000498069,0.00003406699,0.00000654511,0.00001928765,0.0004068801,0.000001526465,0.0002484749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460486,"threshold_uncertainty_score":0.02903974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288470723132297,"score_gpt":0.3310502559816459,"score_spread":0.3022031836684163,"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."}}