{"id":"W4313493864","doi":"10.3390/curroncol30010049","title":"Quantifying the Impact of Family Doctors on the Care Experiences of Patients with Cancer: Exploring Evidence from the 2021 Ambulatory Oncology Patient Satisfaction Survey in Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Medicine; Family medicine; Ambulatory care; Ambulatory; Cancer; Patient satisfaction; Nursing; Health care; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004535595,0.0001640937,0.000428922,0.001722709,0.002067851,0.001690301,0.001018884,0.000372611,0.001678949],"category_scores_gemma":[0.01537884,0.0002156239,0.0008001279,0.004821627,0.0009356737,0.0004252473,0.001260958,0.0007413275,0.00009400488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01725598,"about_ca_system_score_gemma":0.02372099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9309805,"about_ca_topic_score_gemma":0.9688749,"domain_scores_codex":[0.9950523,0.001425728,0.0003330333,0.0001939608,0.00230291,0.000692089],"domain_scores_gemma":[0.9852556,0.003393777,0.003628104,0.0001968008,0.005144414,0.002381366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009677529,0.0000486246,0.9861498,0.0001301084,0.0001020075,0.00003558094,0.004022623,0.00005207696,0.00003573069,0.00004871489,0.0009282643,0.008349787],"study_design_scores_gemma":[0.000008119177,0.00004215777,0.9922628,0.000086384,0.00003415395,0.0000164195,0.006656453,0.00008267388,0.000013612,0.00000965759,0.0007792523,0.000008328246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927093,0.001544456,0.00007921491,0.0008768973,0.00001838493,0.00007933853,0.001540974,0.000003184719,0.00314835],"genre_scores_gemma":[0.9978672,0.0007287234,0.0001550106,0.0002553692,0.000009758,0.00003534345,0.0006557895,0.000002242947,0.0002905088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0690195,"threshold_uncertainty_score":0.1388519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6149584496139022,"score_gpt":0.5204931313476198,"score_spread":0.09446531826628246,"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."}}