{"id":"W4402093346","doi":"10.34172/ijhpm.8074","title":"Fostering Experiential Learning and Evidence-Informed Impact in Health Systems: Reflections From a Canadian Health System Impact Fellow","year":2024,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Nova Scotia Health Authority; University of Lethbridge; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Alberta Health Services","funders":"","keywords":"Experiential learning; Healthcare system; Psychology; Experiential knowledge; Medical education; Public relations; Medicine; Political science; Health care; Pedagogy; Epistemology; Law","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":[0.05973636,0.001003121,0.0007407428,0.001253981,0.03635431,0.01789415,0.006579441,0.01216372,0.005862659],"category_scores_gemma":[0.05194746,0.0008439485,0.001322271,0.001636845,0.02866742,0.007700608,0.01879668,0.0340887,0.0006219005],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1175376,"about_ca_system_score_gemma":0.3471093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8405285,"about_ca_topic_score_gemma":0.9478226,"domain_scores_codex":[0.9551809,0.0127043,0.0009672769,0.001529365,0.01394416,0.01567394],"domain_scores_gemma":[0.8292182,0.02946354,0.001681505,0.002209245,0.03695581,0.1004716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003606365,0.002107064,0.005670607,0.0009334377,0.0001456215,0.003586209,0.2270568,0.001443603,0.002324101,0.04662839,0.5912497,0.1184938],"study_design_scores_gemma":[0.0002467896,0.0005226304,0.006816669,0.0010845,0.00009804579,0.0005495228,0.2585344,0.0004672414,0.0009872215,0.01146915,0.7189869,0.0002370922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02391222,0.005265069,0.001442267,0.9333214,0.008244815,0.0002393478,0.00004752273,0.00006583615,0.02746148],"genre_scores_gemma":[0.6044584,0.01731688,0.01487402,0.2756637,0.004095602,0.0005829554,0.0001003729,0.000343289,0.08256483],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8824624,"threshold_uncertainty_score":0.8527992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393085741439681,"score_gpt":0.5610134251854334,"score_spread":0.4217048510414653,"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."}}