{"id":"W3202009487","doi":"10.1370/afm.2816","title":"Improving Conversations With COVID-19 Vaccine Hesitant Patients: Action Research to Support Family Physicians","year":2022,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Interview; Medical education; Annals; Stakeholder; Pandemic; Family medicine; Coronavirus disease 2019 (COVID-19); Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.07318027,0.0008940482,0.0008824256,0.001903887,0.009598267,0.005957208,0.003126566,0.0038448,0.004367416],"category_scores_gemma":[0.09324986,0.0008239111,0.0008322079,0.001162929,0.00617857,0.008436535,0.0101933,0.005415749,0.0007880557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007651343,"about_ca_system_score_gemma":0.03390422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005843949,"about_ca_topic_score_gemma":0.01417432,"domain_scores_codex":[0.9432872,0.051186,0.0009060894,0.0007926179,0.001494613,0.00233336],"domain_scores_gemma":[0.8674679,0.1066973,0.003954752,0.00300883,0.006499704,0.01237145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002169783,0.002261911,0.007784469,0.001878142,0.00004733949,0.001157004,0.7998547,0.0004363388,0.001647602,0.004914962,0.01861617,0.1611843],"study_design_scores_gemma":[0.0002960284,0.001375058,0.005828338,0.003255125,0.00008479778,0.0005197055,0.9032663,0.0010041,0.002014668,0.009721553,0.07251453,0.0001197453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7741312,0.003985149,0.03137612,0.1547984,0.001067257,0.006680218,0.0003860171,0.0005624079,0.02701321],"genre_scores_gemma":[0.8379424,0.005162381,0.1250659,0.01865988,0.0002177886,0.008306312,0.0002430707,0.0001150179,0.004287275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07318027,"threshold_uncertainty_score":0.3870189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3524008692205995,"score_gpt":0.4763869345605933,"score_spread":0.1239860653399937,"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."}}