{"id":"W4243155256","doi":"10.1057/9780230295179_1","title":"Introduction","year":2011,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"History of Medicine Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"The arts; Middle Ages; Medical care; Alternative medicine; Variety (cybernetics); Medicine; Health care; Gender studies; History; Sociology; Social science; Political science; Family medicine; Ancient history; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001493143,0.0005017006,0.000578495,0.0002710761,0.0003882542,0.00003337093,0.00024401,0.0001489732,0.03066806],"category_scores_gemma":[0.00002214328,0.0004404415,0.0002279106,0.000002131783,0.001001284,5.04746e-7,0.00009511393,0.0003964136,0.002865354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009591855,"about_ca_system_score_gemma":0.00004294379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112008,"about_ca_topic_score_gemma":0.001106273,"domain_scores_codex":[0.998416,0.00001648172,0.0004111073,0.0005049967,0.0003437934,0.0003076217],"domain_scores_gemma":[0.9988464,0.00003024052,0.0002627387,0.000557014,0.0001951234,0.0001085171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001990932,1.906029e-7,0.000001067951,0.00005777678,0.0001794504,0.00002562333,0.01570935,1.193264e-8,0.000004484267,0.955389,0.01628432,0.01232887],"study_design_scores_gemma":[0.0001129313,0.00008758716,0.000002851348,0.00005203083,0.0001055869,0.000007254119,0.0001552082,8.764306e-8,0.000005523915,0.441076,0.5581127,0.0002822232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007034859,0.002027191,0.00000494219,0.0002260144,0.003992948,0.0003052703,0.00005815963,0.0001963583,0.9931821],"genre_scores_gemma":[0.407983,0.0000884412,0.00002447338,0.0002029027,0.01389395,0.00001883425,0.00004154869,0.00009823644,0.5776486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5418284,"threshold_uncertainty_score":0.9998047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703550079107489,"score_gpt":0.208141623367917,"score_spread":0.1711061225768421,"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."}}