{"id":"W6990718395","doi":"","title":"The efficiency of right hemicolectomy specimen grossing and blocking: a quality assurance study","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Right hemicolectomy; Lymph node; Colorectal cancer; Quality assurance; Gross examination; Hemicolectomy; Resection margin; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01426503,0.0002751655,0.0002450597,0.001292598,0.0007635182,0.001180642,0.0006775816,0.0003179708,0.00095297],"category_scores_gemma":[0.02565099,0.0002966266,0.000414142,0.001462776,0.00150099,0.0006252939,0.0006618245,0.000372659,0.000286357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491617,"about_ca_system_score_gemma":0.002118086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02973707,"about_ca_topic_score_gemma":0.04199387,"domain_scores_codex":[0.9891223,0.003065724,0.001088062,0.001321768,0.004981163,0.0004208089],"domain_scores_gemma":[0.9473581,0.01400892,0.01416035,0.004172979,0.01899267,0.001307028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001158857,0.0001966947,0.9365128,0.0002828884,0.0001616276,0.0001931148,0.003784835,0.0003521321,0.0123338,0.0001324011,0.000372001,0.04451895],"study_design_scores_gemma":[0.00002053043,0.001750006,0.9856583,0.00005603934,0.0001113782,0.0004905469,0.001147936,0.0006842169,0.007617571,0.00003032176,0.002402285,0.00003081104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932674,0.001423146,0.003083527,0.0001245772,0.00002366028,0.0002048172,0.0001734228,0.00003734255,0.0016622],"genre_scores_gemma":[0.993812,0.0007160121,0.003985066,0.0001012009,0.00002423841,0.00007185803,0.0003712267,0.0000300715,0.000888261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02973707,"threshold_uncertainty_score":0.0754416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999174731122954,"score_gpt":0.3153307406195476,"score_spread":0.285338993308318,"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."}}