{"id":"W2783612709","doi":"10.21037/hbsn.2017.12.14","title":"Intrahepatic cholangiocarcinoma, are we making progress?","year":2018,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Intrahepatic Cholangiocarcinoma; General surgery; Intensive care medicine; Internal medicine","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":[0.0012601,0.0004080105,0.000809509,0.0004686065,0.001191909,0.001686041,0.0006606861,0.008295657,0.007435038],"category_scores_gemma":[0.007759619,0.000144762,0.0003572442,0.0005380418,0.001492297,0.004273618,0.0008193619,0.01326515,0.005947372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625129,"about_ca_system_score_gemma":0.001332915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008361162,"about_ca_topic_score_gemma":0.001648062,"domain_scores_codex":[0.9991078,0.0003128705,0.00009161098,0.0001224743,0.0002560903,0.000109177],"domain_scores_gemma":[0.9979702,0.0009214986,0.0002537582,0.00008534608,0.00030688,0.0004622829],"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":[0.0001757409,0.00009924534,0.005882101,0.0009736175,0.00004715109,0.0225668,0.0004874459,0.0001320757,0.000688896,0.01178199,0.765319,0.1918459],"study_design_scores_gemma":[0.00007232639,0.0001197152,0.003104736,0.001927977,0.00005243402,0.04045338,0.001413458,0.0001601602,0.0002167241,0.01991329,0.9325207,0.00004505532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001402725,0.07148004,0.0002580625,0.9023643,0.01897425,0.000009386086,0.00006736477,0.00004083609,0.00540301],"genre_scores_gemma":[0.03279392,0.1559258,0.001064009,0.6714069,0.1299337,0.00003830371,0.0001455593,0.00003255597,0.008659172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008295657,"threshold_uncertainty_score":0.02487266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894738055039148,"score_gpt":0.2779047379959437,"score_spread":0.2289573574455522,"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."}}