{"id":"W7028380365","doi":"","title":"FACTORS OF A PHYSICIAN QUALITY IMPROVEMENT LEADERSHIP COALITION THAT INFLUENCE PHYSICIAN BEHAVIOUR","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enabling; Quality management; Test (biology); Workflow; Quality (philosophy); Intervention (counseling); Physician assistants; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01602341,0.0001873165,0.0002517281,0.001010308,0.003866635,0.006134175,0.0008237259,0.001060419,0.003162035],"category_scores_gemma":[0.06233945,0.0002837808,0.0003657443,0.0009098285,0.002913026,0.001629641,0.002877405,0.001382165,0.0002050937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007746277,"about_ca_system_score_gemma":0.02092923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0260546,"about_ca_topic_score_gemma":0.044147,"domain_scores_codex":[0.982183,0.01180666,0.0006843307,0.0008448655,0.002552198,0.00192891],"domain_scores_gemma":[0.9368784,0.039055,0.01187718,0.001145959,0.004351822,0.006691577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015191,0.0008432983,0.4558063,0.0008438562,0.0001994877,0.0006756894,0.4525371,0.0004408782,0.001467046,0.007871945,0.006584132,0.0724287],"study_design_scores_gemma":[0.0001129967,0.0006879689,0.4801367,0.001075598,0.0001416948,0.0003552418,0.470628,0.001578101,0.001031749,0.003775482,0.04038388,0.00009259325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9706623,0.0007570732,0.001350224,0.01259367,0.00008971646,0.0001852076,0.00004758111,0.00001648088,0.0142978],"genre_scores_gemma":[0.9974573,0.0002391502,0.0008038773,0.0008511313,0.00002303545,0.00004918858,0.00002006637,0.000006551307,0.0005497458],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0260546,"threshold_uncertainty_score":0.08474094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08013047511317264,"score_gpt":0.3146743363968689,"score_spread":0.2345438612836963,"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."}}