{"id":"W4393020043","doi":"10.7202/1106056ar","title":"Allan Everett Marble, The History of Medicine in Nova Scotia from Confederation to Medicare: The Transition from Allopathic to Scientific Medicine. Halifax, NS: Self-published, 2022. 360 pp. Illus. Paperback: ISBN 978-0-9809418-1-4; $30.00","year":2022,"lang":"en","type":"article","venue":"Journal of the Royal Nova Scotia Historical Society","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Medicine; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005717722,0.0003839529,0.0008800051,0.000138358,0.001101212,0.00008290393,0.001912709,0.0001439477,0.01728664],"category_scores_gemma":[0.0006535345,0.0002047948,0.0005067538,0.0004615702,0.001841574,0.0003103367,0.00023221,0.0016688,0.00004195879],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005682764,"about_ca_system_score_gemma":0.00113313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05888273,"about_ca_topic_score_gemma":0.01632774,"domain_scores_codex":[0.9934125,0.0006833842,0.001580542,0.0005865232,0.003231038,0.0005060293],"domain_scores_gemma":[0.9966991,0.0005443515,0.0009487564,0.0007548909,0.0006807894,0.0003721047],"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":[0.0001074866,0.0001924716,0.00006497322,0.0000203764,0.0001108058,0.00001465103,0.1692306,0.0003357319,0.001803204,0.0007005267,0.8269725,0.0004466508],"study_design_scores_gemma":[0.001547891,0.0007267201,0.0004956559,0.0003260011,0.0002971675,0.00001398458,0.01814265,0.0004890509,0.00001450568,0.0003847319,0.9773064,0.0002552937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.184079,0.04379398,0.0007994585,0.6277057,0.1228224,0.002503393,0.000251331,0.0001243308,0.01792047],"genre_scores_gemma":[0.934012,0.0001465802,0.0004310314,0.03927563,0.00832374,0.00002071333,0.00007749388,0.00008008853,0.01763275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7499329,"threshold_uncertainty_score":0.9981343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624134158046116,"score_gpt":0.2210050052539912,"score_spread":0.1947636636735301,"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."}}