{"id":"W2943468567","doi":"10.1016/j.ogc.2019.01.005","title":"Implementing Patient Safety Initiatives","year":2019,"lang":"en","type":"review","venue":"Obstetrics and Gynecology Clinics of North America","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Patient Safety Institute","funders":"","keywords":"Medicine; Patient safety; Intensive care medicine; Medical physics; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006730162,0.0003981074,0.002517146,0.0004531492,0.000515422,0.000001192209,0.0003282398,0.0005651698,0.0003059498],"category_scores_gemma":[0.01628214,0.0003322819,0.0003634434,0.0009306259,0.0002928026,0.00009818887,0.0005987574,0.001367916,0.0002581991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484322,"about_ca_system_score_gemma":0.001368146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009413191,"about_ca_topic_score_gemma":0.00002955593,"domain_scores_codex":[0.9944049,0.001114289,0.00281715,0.0005799439,0.0002810438,0.0008027095],"domain_scores_gemma":[0.9506304,0.04324641,0.005047726,0.0005572779,0.00029979,0.0002183946],"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":[0.000005850977,0.0001073237,0.01000994,0.007984573,0.0001794088,0.000003596087,0.0005666352,0.000001927155,1.080035e-9,0.000131531,0.0004010955,0.9806081],"study_design_scores_gemma":[0.0004716802,0.0005012421,0.003705072,0.001543561,0.0005342698,5.864034e-7,0.0004385995,0.00001088989,2.375929e-9,0.00001441934,0.9924998,0.0002798877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001809345,0.9864438,0.0001772267,0.0000833838,0.003601863,0.001977895,0.0007772298,0.00003468555,0.006722967],"genre_scores_gemma":[0.0003563059,0.9967889,0.0004255753,0.0007595388,0.00006111711,0.0001604074,0.001074289,0.00004721228,0.0003267198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920987,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171873309622763,"score_gpt":0.4552322372676272,"score_spread":0.3380449063053508,"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."}}