{"id":"W2015196059","doi":"10.1002/jso.20316","title":"Palliation by perfusion: Is it worth it?","year":2005,"lang":"en","type":"letter","venue":"Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Citation; Library science; Cancer; Surgery; Internal medicine; 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":[0.001915193,0.0009482644,0.001760166,0.0006562934,0.002230198,0.003219078,0.001526281,0.03804184,0.00812916],"category_scores_gemma":[0.01200409,0.0005390641,0.001050399,0.000750511,0.003119853,0.006298727,0.0009847883,0.02330774,0.003201522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003179748,"about_ca_system_score_gemma":0.001686528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868259,"about_ca_topic_score_gemma":0.005404619,"domain_scores_codex":[0.9985492,0.0005126889,0.0001916822,0.0001973504,0.0002951279,0.000254012],"domain_scores_gemma":[0.9959894,0.00169736,0.0004730163,0.0001059612,0.0005558128,0.001178484],"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":[0.0004702079,0.0001854698,0.008443338,0.0005306091,0.0001238513,0.07068542,0.0003165452,0.0004806622,0.0006661158,0.009944695,0.8358619,0.07229117],"study_design_scores_gemma":[0.0008809411,0.000700201,0.008869584,0.002834197,0.0003123967,0.178601,0.002434,0.002788674,0.0006691848,0.03591372,0.7657371,0.0002589916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002155354,0.008918782,0.0002403799,0.9705393,0.01153519,0.00001191256,0.00001857224,0.00002255761,0.006557984],"genre_scores_gemma":[0.04123675,0.01457491,0.001198191,0.7674351,0.16509,0.00005037648,0.00004612105,0.00002895414,0.01033966],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03804184,"threshold_uncertainty_score":0.02719474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873222637173618,"score_gpt":0.3159808778371636,"score_spread":0.2872486514654274,"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."}}