{"id":"W3023549038","doi":"","title":"Requirements and Risk Analysis for Health and Safety Managers and Professionals","year":2016,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Risk analysis (engineering); Risk management; Business; Health professionals; Health care; Political science; Finance","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":[0.01291039,0.0007693465,0.0005112596,0.00233737,0.001336098,0.003390417,0.001514768,0.001640085,0.006276656],"category_scores_gemma":[0.04608859,0.0007214693,0.001638969,0.00073083,0.0008605829,0.002620506,0.002147245,0.00145052,0.001037233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746655,"about_ca_system_score_gemma":0.004598434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006039052,"about_ca_topic_score_gemma":0.003506848,"domain_scores_codex":[0.9860772,0.006552256,0.0009962098,0.0003781108,0.005287135,0.0007090213],"domain_scores_gemma":[0.9547836,0.03179365,0.002209122,0.002107082,0.008500146,0.0006064248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001474963,0.001805376,0.04433095,0.0009095765,0.0002480762,0.001649806,0.00840991,0.1786911,0.01944046,0.2643791,0.0333868,0.4452739],"study_design_scores_gemma":[0.0001574903,0.001281543,0.02552874,0.0006578277,0.0002559331,0.001849765,0.009210636,0.7111373,0.01702034,0.1775239,0.05511486,0.0002617441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1886385,0.0005111171,0.7341766,0.005714357,0.0001171886,0.001567053,0.001109316,0.001467418,0.06669848],"genre_scores_gemma":[0.7283147,0.0002835924,0.2575244,0.0003776463,0.00005806824,0.0008633642,0.001212092,0.000202497,0.01116364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01291039,"threshold_uncertainty_score":0.06827754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131134008688978,"score_gpt":0.4539610143653937,"score_spread":0.3408476134964959,"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."}}