{"id":"W4405287715","doi":"10.29173/eureka28837","title":"Featuring Dr. Mark Freeman","year":2024,"lang":"en","type":"article","venue":"Eureka","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer 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":[0.001130652,0.0007494682,0.0004940772,0.000728159,0.001058535,0.002186657,0.0006594286,0.001984713,0.03617655],"category_scores_gemma":[0.00335301,0.0002670201,0.0003951909,0.0004164814,0.0005587536,0.001581002,0.001240599,0.004861203,0.02582997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122169,"about_ca_system_score_gemma":0.002303974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690761,"about_ca_topic_score_gemma":0.00974309,"domain_scores_codex":[0.9991799,0.0001291152,0.00003217353,0.0001917334,0.0003530965,0.0001140129],"domain_scores_gemma":[0.9976258,0.0002265903,0.00007156712,0.00004288132,0.0007252888,0.001307898],"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":[0.00001108065,0.000008171741,0.0001045074,0.00004205118,0.000002420132,0.00004728627,0.00003242446,0.0000140227,0.00008731949,0.0005733066,0.9798561,0.01922123],"study_design_scores_gemma":[0.000002610342,0.00000973456,0.00021314,0.00005283065,0.000002460956,0.000194429,0.00006168747,0.0000158878,0.00007036027,0.0002689956,0.9991042,0.000003561958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001292467,0.1036314,0.002508501,0.4288126,0.3785372,0.00007539744,0.0004218004,0.0004420297,0.08427869],"genre_scores_gemma":[0.01126389,0.05820439,0.001819995,0.1066732,0.07989763,0.00006970726,0.0003232872,0.0002921956,0.7414557],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03617655,"threshold_uncertainty_score":0.1210226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246103309080494,"score_gpt":0.3144510657180617,"score_spread":0.2919900326272568,"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."}}