{"id":"W2158636313","doi":"10.1186/s40814-015-0012-4","title":"Exploring the Determinants of Suicidal Behavior: Conventional and Emergent Risk (DISCOVER): a feasibility study","year":2015,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; McMaster University; Population Health Research Institute","funders":"McMaster University; Hamilton Health Sciences","keywords":"Medicine; Psychiatry; Suicide prevention; Injury prevention; Poison control; Suicide attempt; Occupational safety and health; Clinical psychology; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004396868,0.0006682309,0.0004203672,0.0009166909,0.001220049,0.0005613768,0.00076816,0.000595786,0.001380457],"category_scores_gemma":[0.00557746,0.0006391104,0.0005230395,0.000569938,0.0008231006,0.0008118884,0.00143706,0.0005849194,0.0004813069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301749,"about_ca_system_score_gemma":0.002900743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02442739,"about_ca_topic_score_gemma":0.06154934,"domain_scores_codex":[0.9984729,0.0008003268,0.0001483556,0.000128236,0.0002452889,0.0002049313],"domain_scores_gemma":[0.9970913,0.0006148324,0.0006213269,0.0004992682,0.0005469012,0.0006263523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001490148,0.00397257,0.980414,0.00007826603,0.00004037586,0.0005068908,0.003420507,0.00006255952,0.001240734,0.0000984604,0.0002546941,0.008420921],"study_design_scores_gemma":[0.0007313976,0.01089806,0.9837495,0.000019224,0.00006000666,0.0004230018,0.002739611,0.0003297396,0.0002396269,0.0001117585,0.0006795766,0.00001850576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973265,0.00001620608,0.0002221571,0.00004635636,0.000003258657,0.001807612,0.0001972528,0.000005230931,0.0003754352],"genre_scores_gemma":[0.9934059,0.00006751271,0.002176939,0.0001111287,0.00001545749,0.003286752,0.0004884942,0.000003341629,0.0004442923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02442739,"threshold_uncertainty_score":0.04857039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5788239918505714,"score_gpt":0.4618289012066732,"score_spread":0.1169950906438982,"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."}}