{"id":"W3045239839","doi":"10.3389/fpsyt.2020.00708","title":"Suicidal Ideation in Newly-Diagnosed Chinese Cancer Patients","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Cancer survivorship and care","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nanfang Hospital; Southern Medical University","keywords":"Suicidal ideation; Medicine; Anxiety; Psychiatry; Depression (economics); Patient Health Questionnaire; Mood; Cancer; Clinical psychology; Poison control; Suicide prevention; Internal medicine; Medical emergency","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":[0.000481331,0.0001938886,0.0002694614,0.0006015856,0.0004693501,0.0004425367,0.0002144927,0.0003032968,0.001265606],"category_scores_gemma":[0.001849731,0.0001467802,0.0004927379,0.0007226108,0.0002171722,0.0002981887,0.0003446575,0.0004893643,0.0001057504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272128,"about_ca_system_score_gemma":0.0006186432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007580451,"about_ca_topic_score_gemma":0.009434712,"domain_scores_codex":[0.9997154,0.00006588604,0.00004703335,0.00004653361,0.00007178655,0.00005336601],"domain_scores_gemma":[0.9990073,0.00008539404,0.0006145085,0.0000362126,0.00008588121,0.0001707968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005285508,0.00001914679,0.9979261,0.00002504629,0.00002953219,0.0001045946,0.0001628267,0.00001351525,0.00007228761,0.00001153094,0.00009473653,0.001487835],"study_design_scores_gemma":[0.00001005264,0.0001007516,0.9985973,0.00002673943,0.00003212179,0.0005002799,0.0004078035,0.0001092884,0.00003287445,0.00001951454,0.0001590065,0.000004256694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990256,0.0004217803,0.00001944264,0.0001036617,0.000007839672,0.00001367963,0.0001619881,0.000001551622,0.0002445499],"genre_scores_gemma":[0.9993759,0.0002481001,0.00003727783,0.0000445273,0.00001029576,0.000009375618,0.0001768376,3.996212e-7,0.00009741029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007580451,"threshold_uncertainty_score":0.01507264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007329812771151404,"score_gpt":0.2636031959612953,"score_spread":0.2562733831901439,"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."}}