{"id":"W7014268404","doi":"","title":"Patient-centered approach to Low Anterior Resection Syndrome","year":2021,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jewish General Hospital","keywords":"Resection; MEDLINE; Complication; Closure (psychology); Reduction (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001152726,0.000256068,0.000142988,0.0003105809,0.0003714798,0.000311469,0.000189797,0.0003316161,0.005706437],"category_scores_gemma":[0.0003500361,0.00007733113,0.00022265,0.0001689141,0.0001783279,0.0002339524,0.0004051694,0.0007665955,0.0009253835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312852,"about_ca_system_score_gemma":0.0005375989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004562911,"about_ca_topic_score_gemma":0.002101161,"domain_scores_codex":[0.9999354,0.0000121895,0.000004188822,0.00000849014,0.00001996775,0.00001978083],"domain_scores_gemma":[0.9999045,0.00002079246,0.0000139299,0.000004011888,0.000008684216,0.00004800019],"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":[0.0005943921,0.001174184,0.02042872,0.0004356399,0.0001150377,0.1059644,0.001850731,0.002623779,0.03263146,0.007167177,0.09487842,0.7321361],"study_design_scores_gemma":[0.0002685225,0.004646341,0.1390572,0.0009176785,0.000137481,0.6125847,0.001814084,0.004705,0.01524991,0.01018073,0.2103132,0.0001251059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6941735,0.03691443,0.03182675,0.02813445,0.005043394,0.0002937383,0.0003042483,0.0009536117,0.2023559],"genre_scores_gemma":[0.9033809,0.01948474,0.01587446,0.005141298,0.001929141,0.0001319884,0.0003452198,0.00009340583,0.05361878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005706437,"threshold_uncertainty_score":0.01908994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530469882984641,"score_gpt":0.2571228058426911,"score_spread":0.2418181070128447,"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."}}