{"id":"W2522873843","doi":"10.1155/2016/4629710","title":"Examination of Physicians’ Perception of the Indications of Colorectal Stents in the Management of Malignant Large Bowel Obstruction: A Provincial Survey","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Colorectal cancer; Intervention (counseling); MEDLINE; General surgery; Family medicine; Internal medicine; Cancer; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001504503,0.0001253189,0.0002793958,0.0007947562,0.001096788,0.0007653626,0.0005354563,0.0004437158,0.002528101],"category_scores_gemma":[0.007088259,0.0002522909,0.000430971,0.001966915,0.0006051401,0.0004912058,0.0007142574,0.0005606987,0.0003078546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004781698,"about_ca_system_score_gemma":0.00536722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7044842,"about_ca_topic_score_gemma":0.6949072,"domain_scores_codex":[0.9988092,0.0002590382,0.0001226872,0.0001528094,0.0003850159,0.0002712192],"domain_scores_gemma":[0.9933043,0.001169369,0.002016669,0.0002088258,0.001792802,0.001508094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001728323,0.00002737197,0.9964586,0.00004454925,0.00001262635,0.00004013184,0.001170599,0.00002917841,0.00009530378,0.00001721165,0.0003975815,0.001689481],"study_design_scores_gemma":[0.000003417762,0.00004499212,0.9972481,0.00003163819,0.000004772777,0.00004207134,0.002024989,0.0001431743,0.00002277662,0.000007709438,0.0004214672,0.000004910222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955071,0.0001730497,0.00009500117,0.0008855501,0.000007181012,0.00005415534,0.001736776,0.000005523659,0.001535587],"genre_scores_gemma":[0.9991009,0.0001302944,0.0001013141,0.0001534562,0.000003156486,0.00001939281,0.0003158573,0.000001188177,0.0001743733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2955158,"threshold_uncertainty_score":0.5945122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500134324845812,"score_gpt":0.243735576987491,"score_spread":0.2287342337390329,"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."}}