{"id":"W2321267965","doi":"10.1177/0967772015626013","title":"Benjamin Terry and his rapid razor section method for intraoperative diagnosis","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Biography","topic":"History of Medical Practice","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Battle; Frozen section procedure; Medicine; Section (typography); Stain; Medical practice; General surgery; Surgery; Pathology; History; Medical education; Ancient history; Staining; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007264603,0.0009388577,0.0004805676,0.005125222,0.002083129,0.003014657,0.001063851,0.003114495,0.006217184],"category_scores_gemma":[0.0159283,0.0008213464,0.0008355333,0.001532081,0.007051782,0.005117879,0.002491009,0.0103564,0.005286579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294856,"about_ca_system_score_gemma":0.002698245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782013,"about_ca_topic_score_gemma":0.01441333,"domain_scores_codex":[0.9956369,0.001322945,0.0003155087,0.0006042762,0.00188416,0.0002362841],"domain_scores_gemma":[0.9934711,0.003128608,0.0003841385,0.0004815792,0.002054437,0.0004800299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004998344,0.000119557,0.007521798,0.0008266805,0.0001109695,0.005459058,0.003525533,0.0005997352,0.01110239,0.09568293,0.2607016,0.6138499],"study_design_scores_gemma":[0.00003044033,0.0001562031,0.00197321,0.0008569866,0.00004563068,0.01849179,0.0006080295,0.0004493964,0.005525438,0.02202449,0.9496921,0.0001462377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01928995,0.3684529,0.1852928,0.1882128,0.08124743,0.0004739832,0.0004516312,0.001094765,0.1554836],"genre_scores_gemma":[0.1376927,0.2394202,0.3216033,0.07941975,0.03511594,0.000572478,0.0003477975,0.001393142,0.1844348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007264603,"threshold_uncertainty_score":0.03841931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151052426862374,"score_gpt":0.3434849125450066,"score_spread":0.3219743882763828,"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."}}