{"id":"W2164597323","doi":"10.1371/journal.pone.0108585","title":"Multiple Interacting Factors Influence Adherence, and Outcomes Associated with Surgical Safety Checklists: A Qualitative Study","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; Health Sciences Centre; University Health Network","funders":"Canadian Health Services Research Foundation","keywords":"Checklist; Thematic analysis; Patient safety; Medicine; Grounded theory; Qualitative research; MEDLINE; Nursing; Psychology; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02278929,0.0003555969,0.0006255837,0.001570886,0.005354728,0.002797827,0.001117608,0.001098818,0.002660665],"category_scores_gemma":[0.04268865,0.0005926851,0.0005963069,0.001578238,0.004566032,0.003419274,0.003657038,0.00152901,0.0002155431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004345915,"about_ca_system_score_gemma":0.006701374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008324749,"about_ca_topic_score_gemma":0.01180237,"domain_scores_codex":[0.9841895,0.01184319,0.0006952687,0.0006892291,0.001328153,0.00125476],"domain_scores_gemma":[0.9489882,0.04303435,0.002819352,0.0006931999,0.002920241,0.001544592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003851424,0.000080412,0.01499936,0.0005106348,0.00001357305,0.0005828861,0.9715224,0.00005177312,0.0005971079,0.0006112052,0.000335051,0.01065719],"study_design_scores_gemma":[0.000006497262,0.0001086922,0.008071409,0.0005048796,0.00001302219,0.0002741578,0.986476,0.0001183146,0.0003057914,0.0003140729,0.003786644,0.00002064715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900204,0.0008055316,0.003476869,0.001928763,0.00004375685,0.0003349368,0.0002020113,0.00001847189,0.003169139],"genre_scores_gemma":[0.994501,0.0007898163,0.002232442,0.0005449121,0.00001578853,0.0004947024,0.000064277,0.00001971805,0.001337238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278929,"threshold_uncertainty_score":0.1205228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420745819857369,"score_gpt":0.4237197891693285,"score_spread":0.2816452071835915,"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."}}