{"id":"W1848892619","doi":"10.1089/vor.2012.0100","title":"Near-Infrared Fluorescent Cholangiography","year":2012,"lang":"en","type":"article","venue":"Videoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cholangiography; Indocyanine green; Medicine; Bile duct; Radiology; Fiberscope; Nuclear medicine; Surgery","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":[0.0001196163,0.0001347196,0.0001841893,0.0001063336,0.00007438502,0.00002638931,0.00007147351,0.00007494065,0.0007610092],"category_scores_gemma":[0.00004207429,0.0001086973,0.0001729969,0.0003236966,0.00007706965,0.000136211,0.00002630448,0.000137528,0.0004631436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191111,"about_ca_system_score_gemma":0.00003831915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003760233,"about_ca_topic_score_gemma":0.000001544282,"domain_scores_codex":[0.9990107,0.00002120781,0.000154622,0.0001532325,0.0002308087,0.0004294272],"domain_scores_gemma":[0.9993089,0.00001742593,0.00003055276,0.000314978,0.0000434114,0.0002847641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459302,0.0004964706,0.8754593,0.00007922803,0.0001364115,0.000009200789,0.0008572287,4.399338e-7,0.01004754,0.0002206925,0.1082569,0.004290702],"study_design_scores_gemma":[0.001529047,0.0002238082,0.7396348,0.00006395653,0.0001516069,0.000036846,0.0002487611,0.00003086372,0.01224796,0.0001377112,0.2454608,0.0002338727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958897,0.003401978,0.000176096,0.001106043,0.000678506,0.0004754364,0.000008442493,0.0002319141,0.03502461],"genre_scores_gemma":[0.9936764,0.00008238648,0.00359379,0.001692416,0.0003044831,0.00002278157,0.00003932296,0.0000261685,0.0005622506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1372039,"threshold_uncertainty_score":0.8332518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014504652063473,"score_gpt":0.2761525172588087,"score_spread":0.2616478651953357,"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."}}