{"id":"W2003539903","doi":"10.1503/cjs.031410","title":"Laparoscopic management of gastrointestinal stromal tumours: review at a Canadian centre","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Wedge resection; Surgery; Laparoscopy; Stomach; Metastasis; General surgery; Resection; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001027764,0.0005532429,0.003274114,0.00138106,0.0001121341,0.00002597817,0.0003106063,0.00008011985,0.001796904],"category_scores_gemma":[0.000284741,0.0004351475,0.001406433,0.0005668132,0.0001819716,0.00009308991,0.00003698681,0.000735849,0.0001282371],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002771642,"about_ca_system_score_gemma":0.01330591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02948897,"about_ca_topic_score_gemma":0.08514145,"domain_scores_codex":[0.9958359,0.0002263585,0.001585491,0.0002808501,0.0006090875,0.001462286],"domain_scores_gemma":[0.9917604,0.0002275611,0.001096817,0.0004814347,0.000460594,0.005973219],"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":[0.00006766065,0.000222527,0.1034893,0.2715746,0.00173862,0.1426069,0.00002297609,2.296164e-7,2.9157e-7,0.000092778,0.07231979,0.4078642],"study_design_scores_gemma":[0.0002485436,0.0001758651,0.002649375,0.3467349,0.003115457,0.05012549,0.00002082013,6.815901e-8,5.736946e-7,0.000001884483,0.5967424,0.0001846326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005523716,0.9962956,8.889784e-7,0.0004882712,0.000276344,0.0008019129,0.0002530157,0.000005191275,0.001326415],"genre_scores_gemma":[0.001093559,0.9963468,0.0007724069,0.00009293161,0.000278953,0.00001465347,0.0001851677,0.00008213949,0.001133427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5244226,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194096443863586,"score_gpt":0.3317682305127141,"score_spread":0.2123585861263556,"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."}}