{"id":"W4229029912","doi":"10.1016/j.molmed.2022.04.009","title":"Suicide prevention in cancer: earlier is better","year":2022,"lang":"en","type":"letter","venue":"Trends in Molecular Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Psychosocial; Cancer; Medicine; Mental health; Psychology; Gerontology; Psychiatry; Internal 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":[0.005333703,0.0007056715,0.001642458,0.001137694,0.006133163,0.00507976,0.001647366,0.0425009,0.01483957],"category_scores_gemma":[0.03398701,0.0006112617,0.001242685,0.001089292,0.003444061,0.007604628,0.002724635,0.04925124,0.005992755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005244869,"about_ca_system_score_gemma":0.01038151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186312,"about_ca_topic_score_gemma":0.02204152,"domain_scores_codex":[0.9958779,0.001404971,0.0005299985,0.0003536239,0.001125086,0.000708439],"domain_scores_gemma":[0.9820918,0.006407341,0.001309635,0.0004749536,0.003518695,0.00619757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005441942,0.0001020811,0.001961326,0.0001121985,0.00002120676,0.0008657625,0.0002639435,0.00003499129,0.0001217785,0.00234835,0.976781,0.01733293],"study_design_scores_gemma":[0.0003665673,0.0002418122,0.005730303,0.001772258,0.00007749041,0.002897517,0.002397104,0.0003923484,0.0001657857,0.01781665,0.9680384,0.0001037003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002330397,0.0009578996,0.00002456553,0.9894616,0.008025376,0.0000034466,0.00001397045,0.000008405618,0.001271714],"genre_scores_gemma":[0.003049099,0.00243355,0.0001629009,0.9406018,0.0494001,0.00002718757,0.00002894463,0.0000184443,0.004278044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0425009,"threshold_uncertainty_score":0.04964328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098779649758296,"score_gpt":0.340058290722312,"score_spread":0.309070494224729,"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."}}