{"id":"W2791351406","doi":"10.2218/resmedica.v24i1.1538","title":"SafeTALK suicide training: An evaluation of attitudes and actions among medical students","year":2017,"lang":"en","type":"article","venue":"Res Medica","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; NOSM University","funders":"","keywords":"Intervention (counseling); Curriculum; Suicide prevention; Medicine; Literacy; Psychology; Mental health; Scale (ratio); Poison control; Medical education; Clinical psychology; Psychiatry; Medical emergency; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00258711,0.0001077684,0.000256154,0.00007546637,0.000351848,0.00003730819,0.0005042119,0.0001380642,0.002271564],"category_scores_gemma":[0.00146557,0.00008940243,0.0000422403,0.00003497475,0.0005890062,0.0001343079,0.0001394579,0.0001779569,0.00001841562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001977806,"about_ca_system_score_gemma":0.00008986504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007173572,"about_ca_topic_score_gemma":0.00149105,"domain_scores_codex":[0.9975036,0.0002282332,0.0002725788,0.0002628156,0.001517008,0.0002157163],"domain_scores_gemma":[0.9988093,0.0001994635,0.0001870351,0.0004861365,0.000114386,0.0002036961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005347223,0.0002674671,0.9044967,0.00001807064,0.000457264,0.00002692534,0.01076064,4.863655e-7,0.00007442944,0.0005323228,0.001609197,0.08170298],"study_design_scores_gemma":[0.001274124,0.0001115142,0.9936176,0.0000371521,0.0001521543,0.00001164073,0.003807153,0.00007405702,0.00002572332,0.0002662301,0.000537181,0.0000854937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746062,0.0007446987,0.00001725982,0.001032459,0.000550844,0.0001906236,0.000004721897,0.00002889162,0.02282432],"genre_scores_gemma":[0.9990745,0.0001859794,0.00003271499,0.0001050269,0.0002200585,0.00004803126,0.000007777925,0.00001154138,0.0003143483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08912083,"threshold_uncertainty_score":0.9986405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942990979900641,"score_gpt":0.4856847465790014,"score_spread":0.2913856485889373,"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."}}