{"id":"W4247859608","doi":"10.4161/cbt.3.5.1004","title":"Less Invasive Surgery for Colon Cancer","year":2004,"lang":"en","type":"article","venue":"Cancer Biology & Therapy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Laparoscopic surgery; General surgery; Surgery; Invasive surgery; Randomized controlled trial; Laparoscopy; Internal medicine","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":[0.0002007537,0.0003508063,0.0002795289,0.0007303715,0.0003722308,0.0004096499,0.0002198957,0.0003979433,0.03145458],"category_scores_gemma":[0.0009670666,0.00007021937,0.0006200041,0.0004495273,0.0002689986,0.0003447679,0.0004230578,0.0009509316,0.003421568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000373719,"about_ca_system_score_gemma":0.00047719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006562471,"about_ca_topic_score_gemma":0.001416364,"domain_scores_codex":[0.999798,0.00003698994,0.00001444833,0.00002720339,0.00008313434,0.00004026464],"domain_scores_gemma":[0.9994197,0.0001142377,0.0001483939,0.00005366266,0.0000754405,0.000188515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007987762,0.0002839222,0.02311726,0.002106731,0.0002166536,0.003501107,0.0001414596,0.0002184507,0.003951977,0.005185425,0.288023,0.6724553],"study_design_scores_gemma":[0.0005607856,0.001859436,0.08466967,0.002298768,0.0002220796,0.05565776,0.0001871489,0.0003698132,0.002528991,0.004769764,0.8468085,0.00006723472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1280384,0.4892513,0.005843499,0.0582262,0.02842033,0.0003047799,0.001815543,0.0009186185,0.2871812],"genre_scores_gemma":[0.5311344,0.2385591,0.005335905,0.05064442,0.04407456,0.0001954952,0.003193223,0.0001495414,0.1267133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03145458,"threshold_uncertainty_score":0.1052261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032692026510757,"score_gpt":0.3797051269754907,"score_spread":0.276435924324415,"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."}}