{"id":"W4281798152","doi":"10.1200/jco.21.02505","title":"Regional Therapy for Colorectal Cancer Liver Metastases: Which Modality and When?","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Irinotecan; Colorectal cancer; Chemotherapy; Artery; Radiology; Liver cancer; Oncology; Internal medicine; Cancer","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":[0.003077062,0.0004212517,0.002444005,0.0008581178,0.0006107204,0.003306828,0.001273871,0.002019545,0.007545474],"category_scores_gemma":[0.006743396,0.0002914345,0.001326266,0.0008771335,0.001567351,0.004676111,0.0008576375,0.003271207,0.002830826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837338,"about_ca_system_score_gemma":0.002367465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508048,"about_ca_topic_score_gemma":0.01830219,"domain_scores_codex":[0.9987954,0.000498849,0.0002047986,0.0001675442,0.0002072945,0.0001261199],"domain_scores_gemma":[0.9955378,0.001677248,0.0009222126,0.0001381969,0.0009389848,0.000785594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001037796,0.0002350296,0.006457504,0.007476301,0.0002798948,0.0004057517,0.000207382,0.0004839025,0.0007973964,0.003561555,0.08965473,0.8894028],"study_design_scores_gemma":[0.001653929,0.002839289,0.03139623,0.07955957,0.001843147,0.008740409,0.004610212,0.002365853,0.002046169,0.03806634,0.8264958,0.0003831274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005240023,0.869815,0.001921782,0.1098887,0.002958516,0.0001423187,0.0003151079,0.00007915435,0.00963941],"genre_scores_gemma":[0.09018467,0.8242832,0.007816989,0.05166872,0.01953,0.0004582913,0.0006699837,0.0001474967,0.005240656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007545474,"threshold_uncertainty_score":0.02524209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5634665628102268,"score_gpt":0.5191856387713121,"score_spread":0.0442809240389147,"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."}}