{"id":"W2149545781","doi":"10.1093/ije/dym197","title":"Commentary: Preventing suicide: need for a life course approach","year":2007,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life course approach; Course (navigation); Medicine; Gerontology; Psychology; Medical emergency; Developmental psychology; Engineering","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":[0.008694411,0.002683171,0.004371558,0.002523448,0.005986983,0.006755543,0.008304127,0.07668678,0.02085619],"category_scores_gemma":[0.06429706,0.001184077,0.003820429,0.001797571,0.008324084,0.01649881,0.004586881,0.09116789,0.01582859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008616073,"about_ca_system_score_gemma":0.01133538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219117,"about_ca_topic_score_gemma":0.01571323,"domain_scores_codex":[0.9924341,0.003032942,0.0009842465,0.0009981646,0.001944405,0.000606183],"domain_scores_gemma":[0.9343598,0.04282898,0.002073368,0.001206772,0.01444065,0.005090292],"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":[0.00002627079,0.00001195687,0.0000224085,0.0002424919,0.00001213214,0.0001324945,0.00007782904,0.00002369436,0.00002485507,0.001197151,0.9937434,0.004485341],"study_design_scores_gemma":[0.0001304351,0.00004634653,0.0002648394,0.003199442,0.00005782647,0.0005765115,0.0007827855,0.0001301155,0.00008513668,0.01012063,0.9845072,0.00009858637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00003200679,0.006074227,0.00008519628,0.9090114,0.08382937,0.00001926366,0.00006367806,0.00002691684,0.0008580943],"genre_scores_gemma":[0.0005603092,0.004742224,0.0001984391,0.9077938,0.08449796,0.00006241227,0.00003180564,0.00002180629,0.002091182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07668678,"threshold_uncertainty_score":0.06977093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406207546517195,"score_gpt":0.4354800060356965,"score_spread":0.294859251383977,"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."}}