{"id":"W6977466243","doi":"10.6084/m9.figshare.c.6885181","title":"Planning and implementing practice changes in Ontario maternal-newborn hospital units: a secondary qualitative analysis","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Western University; Izaak Walton Killam Health Centre; Dalhousie University; University of Ottawa","funders":"","keywords":"Best practice; Implementation research; Qualitative research; Process (computing); Plan (archaeology); Health care; Qualitative analysis; Content analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01564394,0.0003568003,0.0005860064,0.002481606,0.008949392,0.003163315,0.001836526,0.0009161989,0.004034029],"category_scores_gemma":[0.0330014,0.0005884394,0.0004272721,0.003762505,0.004584776,0.001541809,0.003587678,0.001145635,0.0002935315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06799648,"about_ca_system_score_gemma":0.1092665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6535546,"about_ca_topic_score_gemma":0.7638666,"domain_scores_codex":[0.9870716,0.006537401,0.0007222991,0.0009038931,0.002101453,0.002663411],"domain_scores_gemma":[0.9714451,0.01447621,0.002553733,0.0009615307,0.007860079,0.002703435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006031156,0.00007506682,0.02129923,0.0007292015,0.000009744853,0.000442188,0.9554209,0.0001480913,0.0005908781,0.00137582,0.001933578,0.01791505],"study_design_scores_gemma":[0.00001940588,0.00008742157,0.02973516,0.000728397,0.00001268965,0.00005814215,0.948756,0.0003263273,0.0003819149,0.0003127482,0.01955603,0.00002566819],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755009,0.0004439878,0.004362316,0.003436367,0.0000383193,0.003815817,0.001733655,0.00004111206,0.01062754],"genre_scores_gemma":[0.9807577,0.0007743097,0.007108393,0.00101712,0.00001538045,0.004354144,0.0005561152,0.00003160724,0.00538511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3464454,"threshold_uncertainty_score":0.6969713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07219442912363744,"score_gpt":0.3830395436110605,"score_spread":0.310845114487423,"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."}}