{"id":"W6885833483","doi":"10.1371/journal.pone.0260620.s001","title":"Risk of suicidal ideation during internship across all observations by prediction model.","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suicidal ideation; Quarter (Canadian coin); Poison control; Suicide prevention; Cohort; Injury prevention; Test (biology); Covariate","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":[0.006750982,0.001036343,0.001055678,0.001397585,0.0004581181,0.001393096,0.002387714,0.0010756,0.0439076],"category_scores_gemma":[0.02124934,0.0007337134,0.004594463,0.00143237,0.0004099114,0.001590537,0.001665386,0.00433691,0.006722165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007236431,"about_ca_system_score_gemma":0.001743563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08031873,"about_ca_topic_score_gemma":0.04929178,"domain_scores_codex":[0.9984115,0.0004749886,0.00009233901,0.0006594082,0.0001780485,0.0001835776],"domain_scores_gemma":[0.991605,0.004515381,0.0008777875,0.001197297,0.001158106,0.0006463536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003896588,0.0003895835,0.6747627,0.0005227916,0.003841075,0.0003212194,0.0003733495,0.01735964,0.0001979777,0.001481462,0.2448469,0.0520069],"study_design_scores_gemma":[0.001204274,0.001569735,0.8153101,0.001082852,0.00397573,0.0008734282,0.002080892,0.1252366,0.0007829121,0.005013164,0.04263705,0.0002332726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6135731,0.003003077,0.0275146,0.004166793,0.001947481,0.0008182916,0.3319124,0.003109518,0.01395472],"genre_scores_gemma":[0.8289939,0.0006565123,0.004730255,0.0004494256,0.0001911064,0.0005392652,0.1487679,0.0006350998,0.01503667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08031873,"threshold_uncertainty_score":0.1597025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215287239782583,"score_gpt":0.3503893452742148,"score_spread":0.2288606212959565,"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."}}