{"id":"W4210520490","doi":"10.1016/s2468-2667(21)00274-7","title":"Effects of media stories of hope and recovery on suicidal ideation and help-seeking attitudes and intentions: systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Suicidal ideation; Ideation; Suicide prevention; MEDLINE; Poison control; Human factors and ergonomics","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":[0.003459868,0.0001125658,0.001552305,0.000154277,0.0002003949,0.00002221178,0.00008681502,0.00002037518,0.0000321951],"category_scores_gemma":[0.000591005,0.00007026725,0.0000839768,0.0003624895,0.0001026877,0.0000706816,0.0001119165,0.0001268868,2.078384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002255716,"about_ca_system_score_gemma":0.00002629876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005140598,"about_ca_topic_score_gemma":0.0003454038,"domain_scores_codex":[0.9977626,0.001206425,0.0004327421,0.0002049125,0.0002169221,0.0001763545],"domain_scores_gemma":[0.9977933,0.001465236,0.000394407,0.000247207,0.00004899089,0.00005087622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0002593872,0.000564419,0.09872144,0.6048489,0.1774601,0.00001130331,0.05824985,0.000007134725,0.00009668022,0.04991525,0.007165878,0.002699646],"study_design_scores_gemma":[0.00253843,0.002137982,0.788017,0.001256551,0.1877004,0.00008909522,0.01496255,0.00005737171,0.00001384591,0.002126063,0.0004681247,0.0006326808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1800394,0.7933465,0.00009551719,0.02483335,0.0001114336,0.00130583,0.00007222932,0.00002628292,0.0001694659],"genre_scores_gemma":[0.9751804,0.02151622,0.00004127585,0.002949579,0.00002038566,0.0002237739,0.000009015098,0.000007347745,0.00005193725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.795141,"threshold_uncertainty_score":0.2865415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341133817592421,"score_gpt":0.3800342415159037,"score_spread":0.2459208597566616,"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."}}