{"id":"W1568321018","doi":"","title":"Review: The Department of Surgery of the University of Alberta: The First Half Century, 1922-1975 by Robert A. Macbeth","year":2011,"lang":"en","type":"article","venue":"Canadian Bulletin of Medical History / Bulletin canadien d'histoire de la médecine","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Medicine; Political science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00428852,0.0003755582,0.001193599,0.0001849344,0.0003838335,0.000001622263,0.001641831,0.0004478233,0.02615911],"category_scores_gemma":[0.007470407,0.0002577245,0.0005382204,0.0003167111,0.00623179,0.00001553082,0.0001498322,0.001125411,0.00004136433],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003600878,"about_ca_system_score_gemma":0.005748128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7936705,"about_ca_topic_score_gemma":0.4458797,"domain_scores_codex":[0.9951808,0.000994348,0.00114924,0.0004748974,0.001513363,0.0006872828],"domain_scores_gemma":[0.9926028,0.002975806,0.001113955,0.001496175,0.0003635797,0.001447633],"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":[0.0001963695,0.0002803341,0.001185421,0.001133158,0.0001688138,0.0002019571,0.001666326,6.556825e-7,0.000009638937,0.0004703812,0.9916834,0.003003534],"study_design_scores_gemma":[0.001099664,0.0001448552,0.002770105,0.00263169,0.000599634,0.0002594299,0.0003165619,0.000004714584,0.00002287341,0.000006192671,0.9919329,0.0002114011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01541287,0.317553,0.00001946351,0.5447441,0.003725915,0.002349214,0.000231242,0.00003781145,0.1159264],"genre_scores_gemma":[0.7675041,0.04380153,0.0006442391,0.1041661,0.0006419971,0.0000857624,0.0002181467,0.000339614,0.08259849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7520912,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194467041650135,"score_gpt":0.1966229037356823,"score_spread":0.1846782333191809,"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."}}