{"id":"W4384297263","doi":"10.46747/cfp.6907514","title":"The “big bucks”","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Launched; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Work (physics); Pandemic; Operations research; Medicine; Data science; Computer science; Virology; Pathology; Engineering; Outbreak","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":[0.002225329,0.001244259,0.0006684459,0.001227743,0.01628954,0.006774453,0.001644049,0.004123234,0.248884],"category_scores_gemma":[0.01163621,0.0006568381,0.0008156344,0.0008573376,0.004762709,0.007799108,0.007021896,0.01265746,0.09063899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005991088,"about_ca_system_score_gemma":0.0119874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1698578,"about_ca_topic_score_gemma":0.3139323,"domain_scores_codex":[0.996988,0.0004536774,0.00005375566,0.0003043091,0.001274752,0.0009254913],"domain_scores_gemma":[0.9927967,0.0002927172,0.0001552195,0.0003093232,0.002737707,0.003708298],"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":[0.000008911629,0.000008494766,0.0002214771,0.00001475123,0.000002345615,0.00007427196,0.0003956726,0.00000865823,0.00004170943,0.003442386,0.9847625,0.01101874],"study_design_scores_gemma":[0.000004688672,0.000007371436,0.0004624595,0.0000936845,0.000002558066,0.0001672624,0.001910951,0.00001555845,0.00002850221,0.001635107,0.9956567,0.00001521285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002589116,0.003284038,0.002288009,0.5163717,0.04201046,0.0001102189,0.0009968033,0.001433446,0.4309162],"genre_scores_gemma":[0.02889474,0.003439097,0.002706265,0.3092518,0.00711657,0.0001593185,0.0007348179,0.001817841,0.6458796],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.248884,"threshold_uncertainty_score":0.8325998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07552923577983144,"score_gpt":0.3752235317341997,"score_spread":0.2996942959543683,"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."}}