{"id":"W6889789704","doi":"10.26226/morressier.5c642bef9ae8fb00131cfddf","title":"Mental Disorder Symptoms Among Public Safety Personnel In Canada","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Public health; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Injury prevention; Psychological intervention","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":[0.0008036941,0.0004282983,0.0003743137,0.002886367,0.003628551,0.001329406,0.001349895,0.000408317,0.002953055],"category_scores_gemma":[0.002898582,0.0003776306,0.0005630739,0.005625409,0.001026285,0.000465902,0.00133602,0.0007871756,0.0002512658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03777566,"about_ca_system_score_gemma":0.05946467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970107,"about_ca_topic_score_gemma":0.998247,"domain_scores_codex":[0.9988062,0.00005685709,0.00006706261,0.0001350792,0.0005460368,0.0003887393],"domain_scores_gemma":[0.9972223,0.0001133591,0.0004434971,0.00004860777,0.001502605,0.0006696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005512499,0.00003834113,0.980345,0.0001885168,0.00004755608,0.0001235241,0.002683084,0.0001073589,0.0001578244,0.0001471291,0.004328131,0.01177842],"study_design_scores_gemma":[0.000005510079,0.00002799202,0.9938326,0.0001330988,0.00002180659,0.00007232546,0.003887388,0.0001300703,0.00004620454,0.00003567194,0.001791447,0.00001586973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743965,0.002468867,0.0002112357,0.001470901,0.00006359108,0.0001648217,0.01287534,0.00002622702,0.008322536],"genre_scores_gemma":[0.9944905,0.001564144,0.0002140024,0.0002807716,0.00001450701,0.00003622529,0.002445322,0.000005299516,0.0009492969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03777566,"threshold_uncertainty_score":0.2740828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05127220738480308,"score_gpt":0.3071303856776221,"score_spread":0.255858178292819,"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."}}