{"id":"W3126499835","doi":"10.26443/mjm.v19i1.834","title":"Addressing COVID-19 vaccine hesitancy - healthcare workers and trainees must be equipped for discussions about vaccines","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Vaccination; 2019-20 coronavirus outbreak; Health professionals; Coronavirus; Public relations; Family medicine; Virology; Disease; Infectious disease (medical specialty); Political science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007349589,0.0001701858,0.0004416173,0.0004695746,0.001895159,0.002401482,0.0005195658,0.003240316,0.005035077],"category_scores_gemma":[0.02464951,0.0001429271,0.0003621598,0.0003109835,0.002681705,0.002480763,0.002173223,0.00400711,0.0005942282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809734,"about_ca_system_score_gemma":0.005565315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776446,"about_ca_topic_score_gemma":0.00876475,"domain_scores_codex":[0.9951375,0.003308829,0.0002447399,0.0001123675,0.00070328,0.0004933257],"domain_scores_gemma":[0.9865054,0.008728916,0.001533415,0.0001757787,0.001655852,0.001400635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001817711,0.0002667496,0.03533448,0.006397492,0.0001544355,0.003594346,0.06472367,0.0002180579,0.002455589,0.05000921,0.3099966,0.5266677],"study_design_scores_gemma":[0.00003651833,0.0005819789,0.03528928,0.01279605,0.00008962623,0.003767919,0.06366669,0.0001821398,0.001299742,0.02515797,0.857033,0.0000990871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04260833,0.101166,0.0008530928,0.8270886,0.004051948,0.00005752336,0.00007062315,0.00002979544,0.02407406],"genre_scores_gemma":[0.4886256,0.2069836,0.00287759,0.2823777,0.005418727,0.0001620849,0.0001173178,0.00003910268,0.01339834],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007349589,"threshold_uncertainty_score":0.03886884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152428451721054,"score_gpt":0.4225290266832813,"score_spread":0.2701005749622273,"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."}}