{"id":"W3154774751","doi":"10.15173/m.v1i28.2615","title":"Is the Doctor in?","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Peer review; Family medicine; Population health; Public health; Nursing; Political science","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":[0.01536721,0.0005411603,0.001521869,0.001331046,0.0163496,0.01177856,0.001718301,0.01203889,0.02065388],"category_scores_gemma":[0.06221551,0.0005833986,0.0009444998,0.0008975339,0.03118795,0.02039703,0.01011791,0.03827489,0.006398058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005019016,"about_ca_system_score_gemma":0.02127167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003158326,"about_ca_topic_score_gemma":0.006542522,"domain_scores_codex":[0.9824234,0.009654966,0.0005760382,0.0009709785,0.003132091,0.003242479],"domain_scores_gemma":[0.9700661,0.007467712,0.002319418,0.001029846,0.003516542,0.01560036],"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":[0.00009694166,0.0002948214,0.006194098,0.0004177104,0.00007129648,0.001832782,0.05936605,0.00005942591,0.0004962326,0.242687,0.6365878,0.05189593],"study_design_scores_gemma":[0.00002877787,0.0001512069,0.003158477,0.001447205,0.00004122377,0.00386981,0.07010071,0.0000509456,0.000190173,0.05780762,0.8630717,0.00008218554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003961069,0.01252875,0.0005370064,0.9060699,0.0255808,0.00001566407,0.00001655896,0.00003304672,0.05125723],"genre_scores_gemma":[0.2118067,0.02101706,0.00149709,0.6500884,0.02426605,0.00008314422,0.00004712406,0.0001374427,0.09105689],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02065388,"threshold_uncertainty_score":0.08127052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280769611040511,"score_gpt":0.347861902869609,"score_spread":0.3150542067592039,"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."}}