{"id":"W4367626218","doi":"10.29173/eureka28786","title":"From Dr. Lisa Willis","year":2023,"lang":"en","type":"article","venue":"Eureka","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Art; History","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":[0.0006342442,0.0006625222,0.000517541,0.0006108004,0.001610339,0.002131718,0.0008420058,0.00296085,0.1849178],"category_scores_gemma":[0.01043236,0.0002806168,0.0003415841,0.0002276944,0.0004917533,0.001696163,0.001867786,0.006710538,0.0838345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00098409,"about_ca_system_score_gemma":0.001897576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344681,"about_ca_topic_score_gemma":0.005517847,"domain_scores_codex":[0.9993889,0.0001256113,0.00003493527,0.0001330995,0.0002350947,0.00008236238],"domain_scores_gemma":[0.9972388,0.0004738073,0.0000845437,0.00007514146,0.0009701548,0.001157528],"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":[0.000006206345,0.000008123514,0.0001035997,0.00002867281,0.000001304255,0.000227527,0.00004670838,0.000008469712,0.00002896535,0.0003167316,0.9860189,0.01320494],"study_design_scores_gemma":[0.000007219588,0.00001541622,0.0003059564,0.0001581603,0.000002477056,0.002313272,0.0002546476,0.00002688615,0.00003996603,0.0004951815,0.9963731,0.000007677767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002165096,0.03628898,0.0009065598,0.6328931,0.1225173,0.0001235164,0.0005035631,0.0005395019,0.2040623],"genre_scores_gemma":[0.01963999,0.03091398,0.0006243883,0.32995,0.03916042,0.000139094,0.0004037443,0.0002815851,0.5788867],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1849178,"threshold_uncertainty_score":0.6186118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2181775244977977,"score_gpt":0.5074719436290716,"score_spread":0.2892944191312738,"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."}}