{"id":"W81592981","doi":"","title":"Lipoma removal: Minor surgery video series","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Minor (academic); Minor surgery; Computer science; Medicine; Line (geometry); World Wide Web; Multimedia; Computer graphics (images); Surgery; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.00009907551,0.0007771971,0.0002928793,0.0008683553,0.0005487323,0.0003013783,0.0003017189,0.000648678,0.07732032],"category_scores_gemma":[0.000725015,0.0001364976,0.0003395158,0.0003419502,0.0001180153,0.0004421508,0.0002995626,0.0008120048,0.01461392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624021,"about_ca_system_score_gemma":0.000287651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335655,"about_ca_topic_score_gemma":0.004262697,"domain_scores_codex":[0.9999397,0.000004276186,0.000005349225,0.000008677244,0.00002761465,0.00001433955],"domain_scores_gemma":[0.999815,0.00004668209,0.00001872665,0.00001372777,0.00002539405,0.00008048431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0005852681,0.0006440578,0.003891479,0.0003810052,0.0000364297,0.1159507,0.00010537,0.0002358697,0.01281149,0.0005757703,0.5509394,0.3138432],"study_design_scores_gemma":[0.0001368279,0.0005413347,0.03347573,0.0002474552,0.00004223192,0.4342989,0.0001484971,0.000745221,0.006154867,0.0007594266,0.5233901,0.00005945906],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2231762,0.04200692,0.02245601,0.02175252,0.0466445,0.001125473,0.01090851,0.005488272,0.6264415],"genre_scores_gemma":[0.4551184,0.03197969,0.01186849,0.006294427,0.01492406,0.0002731932,0.01052984,0.0009947048,0.4680172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07732032,"threshold_uncertainty_score":0.2586622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838573965856847,"score_gpt":0.2181787953290039,"score_spread":0.1897930556704354,"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."}}