{"id":"W1998201062","doi":"10.1016/j.gassur.2006.01.015","title":"Patient Perception of a Clinical Pathway for Laparoscopic Foregut Surgery","year":2006,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Clinical pathway; Foregut; Laparoscopic surgery; Patient satisfaction; Surgery; General surgery; Laparoscopy; Nursing","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":[0.002083112,0.0001220429,0.0001602457,0.0006126165,0.001817842,0.001685251,0.0003693056,0.001109301,0.01100418],"category_scores_gemma":[0.01674447,0.0001217791,0.0003132665,0.0003138743,0.0008352892,0.0008816796,0.001371794,0.001879178,0.0005659201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374784,"about_ca_system_score_gemma":0.002341531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282181,"about_ca_topic_score_gemma":0.004539494,"domain_scores_codex":[0.9974807,0.001197411,0.0002416092,0.0001240812,0.0004866696,0.0004695096],"domain_scores_gemma":[0.9828401,0.003302239,0.003434486,0.0002093858,0.002535914,0.007677892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001482816,0.0008771062,0.8902822,0.0002737394,0.0001454643,0.006126687,0.02626833,0.0004588173,0.003166694,0.002501178,0.0194132,0.0490039],"study_design_scores_gemma":[0.0002311872,0.00364222,0.7105299,0.0007356052,0.0001760034,0.02002032,0.2150061,0.002995537,0.001096833,0.004692585,0.0405823,0.0002914508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661301,0.0004130593,0.0004425208,0.01850008,0.0002198343,0.00005946916,0.0002126951,0.00002419767,0.01399803],"genre_scores_gemma":[0.9973629,0.0001532765,0.0003379827,0.001623896,0.00004643735,0.00001159065,0.00005599699,0.000005094037,0.0004027431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100418,"threshold_uncertainty_score":0.03681266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04580087962705867,"score_gpt":0.3203590797605821,"score_spread":0.2745582001335235,"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."}}