{"id":"W1991206849","doi":"10.12927/hcq.2013.23020","title":"Developing a Physician Engagement Agreement at The Ottawa Hospital: A Collaborative Approach","year":2012,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Focus group; Construct (python library); Perspective (graphical); Medicine; Qualitative research; Quality management; Nursing; Quality (philosophy); Medical education; Family medicine; Sociology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005398606,0.0004445623,0.0005626059,0.0001325078,0.003832188,0.00003260546,0.0004408325,0.0002668886,0.0001993728],"category_scores_gemma":[0.00007948156,0.0003283633,0.0001309552,0.0007764963,0.0001311719,0.0003532389,0.0002050523,0.001142694,0.001817103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227297,"about_ca_system_score_gemma":0.001099908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501928,"about_ca_topic_score_gemma":0.002737901,"domain_scores_codex":[0.9898981,0.005193554,0.00130408,0.0006113998,0.000867282,0.002125621],"domain_scores_gemma":[0.996639,0.0006378457,0.0006552383,0.001014264,0.0004867463,0.0005669191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000951257,0.0005487039,0.01098206,0.003280823,0.0002276936,0.000006437398,0.3801089,0.000001757658,0.00001829042,0.3497784,0.1215215,0.1334303],"study_design_scores_gemma":[0.0007668281,0.0006129234,0.02712039,0.000253521,0.00003338122,8.745879e-7,0.2366896,0.00001622812,0.00001083499,0.0006936142,0.7333655,0.0004363284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.317683,0.008059115,0.01697951,0.5280688,0.01067664,0.02538011,0.0003609701,0.001069513,0.09172231],"genre_scores_gemma":[0.9443536,0.0001358937,0.003368854,0.04316282,0.001773781,0.003510809,0.0001751614,0.0000762092,0.003442878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6266705,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049565603630645,"score_gpt":0.4283752840977725,"score_spread":0.323418723734708,"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."}}