{"id":"W2911393410","doi":"10.4414/smw.2019.20016","title":"The implementation and first insights of the French-speaking Swiss programme for monitoring self-harm","year":2019,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bundesamt für Gesundheit","keywords":"Medicine; Harm; Public health; Socioeconomic status; Suicide prevention; Demography; Psychiatry; Poison control; Medical emergency; Environmental health; Population; Psychology; Nursing; Social psychology","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":[0.01544929,0.0007234511,0.0002886183,0.001103433,0.00159306,0.001467299,0.0007316616,0.0007776824,0.002335929],"category_scores_gemma":[0.02171136,0.0002303993,0.0007498448,0.0006279327,0.0007696119,0.0006852301,0.002063168,0.001084335,0.0004668278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005749061,"about_ca_system_score_gemma":0.01885017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1191762,"about_ca_topic_score_gemma":0.1155186,"domain_scores_codex":[0.9896087,0.007486096,0.0004996848,0.0003747545,0.001064094,0.0009666926],"domain_scores_gemma":[0.9790415,0.004284562,0.003948211,0.001615148,0.007228994,0.003881647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001588495,0.001867266,0.6863633,0.000761978,0.0001625651,0.0008344301,0.00992697,0.0009564495,0.003350182,0.00241632,0.02948445,0.2622874],"study_design_scores_gemma":[0.0002555677,0.002698604,0.9630194,0.0006087775,0.00007989787,0.0003554846,0.003449849,0.0008928575,0.001146445,0.0001423337,0.02729516,0.00005555241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268061,0.003368248,0.004413988,0.03480951,0.0007822995,0.004386093,0.003009894,0.0003810275,0.02204283],"genre_scores_gemma":[0.9759209,0.000911384,0.01033903,0.002510549,0.0004006561,0.004079189,0.002361585,0.00003247361,0.003444208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191762,"threshold_uncertainty_score":0.2369651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293886251514765,"score_gpt":0.3429591982442668,"score_spread":0.3135705730927903,"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."}}