{"id":"W2605867622","doi":"10.23889/ijpds.v1i1.359","title":"Suicide Prevention through Shared Information","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Harm; Mental health; Biobank; Medicine; Psychology; Protocol (science); Service (business); Medical emergency; Psychiatry; Business; Social psychology; Alternative 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":[0.03130839,0.0009725161,0.0008298201,0.008304108,0.003746577,0.009082922,0.003927858,0.00294731,0.03678812],"category_scores_gemma":[0.09063213,0.0008052587,0.002077864,0.003930412,0.002350718,0.01389053,0.02805987,0.004230406,0.006062767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003896999,"about_ca_system_score_gemma":0.01531812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005085567,"about_ca_topic_score_gemma":0.005743131,"domain_scores_codex":[0.9647798,0.02505288,0.002239414,0.001896697,0.004534458,0.001496794],"domain_scores_gemma":[0.9312574,0.02978504,0.006669711,0.01576979,0.01006342,0.006454648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002344312,0.0008992505,0.01602727,0.001128457,0.0003368252,0.0004928398,0.007023285,0.001895591,0.0002406327,0.03896575,0.1434143,0.7893413],"study_design_scores_gemma":[0.0004836947,0.0009304265,0.02313747,0.00931734,0.0006895391,0.001317615,0.01627957,0.0111852,0.001737748,0.3159958,0.6186418,0.0002838496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05541961,0.01331813,0.2112237,0.3495766,0.00444163,0.004773186,0.008395248,0.00502644,0.3478254],"genre_scores_gemma":[0.7235701,0.01221116,0.1759031,0.01934111,0.002794809,0.004449285,0.01520888,0.0004770513,0.0460445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03678812,"threshold_uncertainty_score":0.1655766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8449930898923401,"score_gpt":0.7662158147211987,"score_spread":0.07877727517114141,"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."}}