{"id":"W2110543262","doi":"10.1002/pon.3319","title":"Routine screening for suicidal intention in patients with cancer","year":2013,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Foundation; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Suicidal ideation; Gee; Distress; Depression (economics); Generalized estimating equation; Clinical psychology; Anxiety; Psychiatry; Psychology; Cancer; Suicide prevention; Medicine; Poison control; Medical emergency","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":[0.000117034,0.0001096611,0.0002695642,0.000106005,0.00002885958,0.000008096869,0.00005819136,0.0001167327,0.0006501265],"category_scores_gemma":[0.00002518699,0.00008618343,0.00005205222,0.0001655374,0.00004237043,0.00007651048,0.00001431263,0.0001589402,0.00001823365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333786,"about_ca_system_score_gemma":0.00007724906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005623745,"about_ca_topic_score_gemma":0.01072288,"domain_scores_codex":[0.9991213,0.00003167781,0.0002094718,0.0002378061,0.000124599,0.0002751559],"domain_scores_gemma":[0.9993982,0.0000501074,0.00008356272,0.00014599,0.0002285095,0.0000936076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706938,0.0002487645,0.8930058,0.00004371361,0.00004438456,0.000001630767,0.001498267,0.000003514562,0.0001632015,0.00003453692,0.002555827,0.1006934],"study_design_scores_gemma":[0.009761009,0.002052293,0.9642642,0.000101642,0.00005742128,0.000002954231,0.001765204,0.0001422096,0.0001217262,0.0000722812,0.02151846,0.0001406159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900607,0.0001453567,0.00206299,0.002969724,0.0007975177,0.001014848,0.00001378164,0.00003183636,0.0029032],"genre_scores_gemma":[0.9963918,0.00001445002,0.0008611106,0.001315775,0.000191528,0.0006076737,0.00007797928,0.00002234597,0.0005172971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005528,"threshold_uncertainty_score":0.8501457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272617772454736,"score_gpt":0.3371708061437479,"score_spread":0.3099090288982743,"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."}}