{"id":"W2075685079","doi":"10.1503/cmaj.131157","title":"Stitching the perfect stomach","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Image stitching; Stomach; Happiness; Computer science; Art; Pancreas; World Wide Web; Medicine; Artificial intelligence; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499173,0.000836184,0.0004849157,0.001014403,0.008063341,0.006076013,0.0007961558,0.0025455,0.063169],"category_scores_gemma":[0.003520605,0.0004970306,0.0008847674,0.0005191539,0.009072867,0.003014535,0.005633913,0.005209687,0.0216741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005791204,"about_ca_system_score_gemma":0.007192471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1733828,"about_ca_topic_score_gemma":0.4430622,"domain_scores_codex":[0.9987642,0.0001557396,0.00003017518,0.00009872975,0.0006043283,0.000346967],"domain_scores_gemma":[0.9982652,0.0000927031,0.00007811633,0.0001356261,0.000500109,0.0009282359],"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":[0.0001215742,0.00003770644,0.001855858,0.0002506062,0.00002908506,0.0006630957,0.004650721,0.00007267934,0.002360004,0.0116097,0.9243515,0.05399743],"study_design_scores_gemma":[0.00001602261,0.00004281956,0.00224028,0.0002170206,0.00001395208,0.001094295,0.004393855,0.00003637631,0.0003877842,0.000874946,0.9906504,0.00003235367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.03240074,0.03931925,0.006140967,0.1923383,0.05096547,0.0001372683,0.0008698728,0.001922714,0.6759054],"genre_scores_gemma":[0.1148455,0.01433222,0.007670115,0.0355275,0.003585329,0.00005058378,0.0003627986,0.00110286,0.8225232],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1733828,"threshold_uncertainty_score":0.3447472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007889087813388047,"score_gpt":0.2450486384325833,"score_spread":0.2371595506191953,"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."}}