{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001051857,0.0002227668,0.0005691103,0.0000838214,0.00009177608,0.000007190028,0.00009048696,0.0002025889,0.0003368244],"category_scores_gemma":[0.00003757155,0.0001677988,0.0002410543,0.0002104998,0.0001948177,0.0000382201,0.00001798046,0.0001208293,0.000009683001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000665205,"about_ca_system_score_gemma":0.0009662139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272303,"about_ca_topic_score_gemma":0.0009326512,"domain_scores_codex":[0.9988081,0.00003709082,0.0002320679,0.0004270345,0.00008155504,0.0004141676],"domain_scores_gemma":[0.9990605,0.0003111674,0.000108589,0.0002208669,0.0001582083,0.0001406928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01047014,0.0005538545,0.5156119,0.0001148969,0.001640698,0.00006681775,0.0006563532,0.00006313306,0.05824247,0.000614772,0.003390171,0.4085748],"study_design_scores_gemma":[0.03233379,0.004528573,0.2760911,0.0007833897,0.0004001735,0.00007192475,0.0003061961,0.000008078012,0.3568707,0.00774427,0.3196968,0.001165056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721104,0.01949831,0.0000702081,0.005630012,0.001161593,0.001054852,0.0001493679,0.00008338413,0.0002419126],"genre_scores_gemma":[0.9704695,0.02090277,0.0001171471,0.004716102,0.0005905826,0.002757982,0.0000807149,0.00003885958,0.0003263416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4074097,"threshold_uncertainty_score":0.6842637,"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."}}