{"id":"W2545550119","doi":"10.1186/s12913-016-1869-5","title":"The Newfoundland and Labrador Bariatric Surgery Cohort Study: Rational and Study Protocol","year":2016,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Newfoundland and Labrador Centre for Applied Health Research; Health Sciences Centre; Memorial University of Newfoundland","funders":"Newfoundland and Labrador Centre for Applied Health Research","keywords":"Medicine; Nursing research; Health informatics; Health administration; Protocol (science); Public health; Surgery; Abdominal surgery; General surgery; Cohort study; Alternative medicine; Internal medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006910851,0.002750109,0.002623493,0.00228231,0.003458728,0.002055179,0.002792537,0.001979803,0.02392082],"category_scores_gemma":[0.005278854,0.002195146,0.001479459,0.003286591,0.00125971,0.001662683,0.00137658,0.002086393,0.006788498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008009371,"about_ca_system_score_gemma":0.02153722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1453997,"about_ca_topic_score_gemma":0.2820816,"domain_scores_codex":[0.9968574,0.0008687636,0.0004122884,0.000732301,0.0004846884,0.000644506],"domain_scores_gemma":[0.9974669,0.0002156339,0.00041539,0.0003473942,0.00112271,0.0004319911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08490054,0.01316561,0.2988737,0.01436431,0.002174887,0.002439761,0.004207334,0.004333012,0.004151294,0.008977961,0.4818245,0.08058715],"study_design_scores_gemma":[0.04548015,0.008841948,0.6079933,0.007684586,0.00188105,0.0009612641,0.004128654,0.005635196,0.001079896,0.004601737,0.311097,0.0006150758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05032044,0.002997362,0.007452428,0.001298466,0.0005967543,0.7670882,0.1537382,0.0002723779,0.0162358],"genre_scores_gemma":[0.06065336,0.0015913,0.01038211,0.001959325,0.0002208358,0.867395,0.04978558,0.00006664438,0.007945931],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8546003,"threshold_uncertainty_score":0.2891067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06230800883184482,"score_gpt":0.4260093595124212,"score_spread":0.3637013506805764,"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."}}