{"id":"W3014837963","doi":"10.1136/bmj.m1326","title":"Artificial intelligence versus clinicians","year":2020,"lang":"en","type":"letter","venue":"BMJ","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"CAPTCHA; World Wide Web; Visitor pattern; Computer science; Internet privacy; Medicine","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":[0.01525199,0.0007635964,0.00136004,0.001470924,0.006998962,0.009795566,0.002000332,0.04619318,0.04516056],"category_scores_gemma":[0.1161067,0.000660847,0.0006890407,0.0009830249,0.01042281,0.01536426,0.004558629,0.06130636,0.02978159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009268057,"about_ca_system_score_gemma":0.009165196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686097,"about_ca_topic_score_gemma":0.008342163,"domain_scores_codex":[0.9784529,0.007951752,0.001614186,0.002629145,0.006908636,0.002443416],"domain_scores_gemma":[0.9082855,0.04606703,0.003714597,0.003533237,0.01924981,0.01914974],"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":[0.000025887,0.00001448348,0.0002506056,0.00006992857,0.000006485287,0.0002878252,0.0002515875,0.0000139521,0.00005147395,0.01211369,0.9767064,0.01020767],"study_design_scores_gemma":[0.00005071734,0.00003682439,0.000554684,0.000686252,0.00000934336,0.001358499,0.001160771,0.00008500888,0.00004986989,0.02233044,0.9736472,0.0000304684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006849079,0.001026011,0.00003113813,0.9896795,0.006112447,0.000002519262,0.000005592853,0.000007496937,0.003066755],"genre_scores_gemma":[0.003123306,0.001006452,0.0000870069,0.9778458,0.01203627,0.0000138886,0.000005026828,0.00001822202,0.00586407],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04619318,"threshold_uncertainty_score":0.1510772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4736174795108768,"score_gpt":0.5104382402321114,"score_spread":0.03682076072123458,"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."}}