{"id":"W3172128520","doi":"","title":"Whose recommendation is most likely to result in the uptake of COVID vaccine? Yours.","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Computer science; World Wide Web; Virology; Data science; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004126689,0.0002354881,0.00102447,0.001160323,0.002537532,0.001952511,0.001064226,0.01022861,0.05365515],"category_scores_gemma":[0.07104323,0.0003070119,0.001091514,0.001047262,0.001214784,0.001940536,0.0004467768,0.004265558,0.01122291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006052517,"about_ca_system_score_gemma":0.01688368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2414871,"about_ca_topic_score_gemma":0.3539754,"domain_scores_codex":[0.99644,0.0009227162,0.0004322601,0.0002938177,0.001271039,0.0006402189],"domain_scores_gemma":[0.971203,0.006861561,0.003349592,0.000473403,0.01078086,0.007331485],"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":[0.0002439183,0.0000970677,0.02032988,0.0004851751,0.00009298569,0.0003181949,0.0001761426,0.00007637263,0.00008107108,0.0006351938,0.9219208,0.05554321],"study_design_scores_gemma":[0.0009170037,0.0003659297,0.08751295,0.008930324,0.0007433654,0.00248513,0.003668372,0.0008073886,0.0006494796,0.005912623,0.8876886,0.000318893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006056954,0.01053281,0.0001876585,0.9350389,0.008214864,0.000128632,0.003015538,0.0001009116,0.0367238],"genre_scores_gemma":[0.1941108,0.04240295,0.004619777,0.6807651,0.03049584,0.000559401,0.003581729,0.0001731987,0.04329127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2414871,"threshold_uncertainty_score":0.480163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159866715110576,"score_gpt":0.3299128521257003,"score_spread":0.2783141849745945,"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."}}