{"id":"W2593520790","doi":"10.1016/j.hpb.2017.01.005","title":"Research considerations in the evaluation of minimally invasive pancreatic resection (MIPR)","year":2017,"lang":"en","type":"review","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Randomized controlled trial; Medical physics; Session (web analytics); Strengths and weaknesses; Matching (statistics); MEDLINE; Clinical trial; Quality (philosophy); Surgery; Pathology; Computer science","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":[0.00266829,0.0006758541,0.001812336,0.00300896,0.0003895699,0.002384052,0.00121639,0.00173235,0.003390563],"category_scores_gemma":[0.006852382,0.000304254,0.001142336,0.002739863,0.001153134,0.002286812,0.0009934751,0.002404733,0.0008262753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170889,"about_ca_system_score_gemma":0.003289982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526873,"about_ca_topic_score_gemma":0.005230211,"domain_scores_codex":[0.9991527,0.0002423657,0.0001772188,0.0001372928,0.0002374054,0.00005306261],"domain_scores_gemma":[0.994843,0.003739088,0.0004515876,0.00007917476,0.0007611183,0.0001260069],"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":[0.0001104519,0.00004983509,0.0009476733,0.03152328,0.0002268333,0.0002279158,0.00008705039,0.0002969166,0.0004582212,0.004812792,0.01539728,0.9458618],"study_design_scores_gemma":[0.00005421542,0.0002214817,0.004014535,0.05663566,0.001154682,0.003424647,0.000407926,0.0002687578,0.0007239416,0.007794935,0.9252272,0.00007199041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005445269,0.9988839,0.00006644482,0.000544481,0.0001072019,0.000002074517,0.000008777682,0.000001612665,0.0003310921],"genre_scores_gemma":[0.0009716513,0.997897,0.0002283634,0.0004796867,0.0002903842,0.000004404107,0.00001820122,9.453466e-7,0.0001093013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003390563,"threshold_uncertainty_score":0.01411146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.594255308260152,"score_gpt":0.5815352382159739,"score_spread":0.01272007004417819,"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."}}