{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008364401,0.0002741194,0.000407979,0.0004242341,0.0002028513,0.0002576787,0.0002538493,0.0003246976,0.005817204],"category_scores_gemma":[0.001978957,0.0001090429,0.0001906246,0.0003074129,0.0007229828,0.0003334873,0.0002210972,0.0004693817,0.0009901597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696645,"about_ca_system_score_gemma":0.0003942397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000439823,"about_ca_topic_score_gemma":0.0003750773,"domain_scores_codex":[0.9994373,0.0002233133,0.00003318299,0.00009866428,0.0001483019,0.00005917901],"domain_scores_gemma":[0.9986005,0.0006487258,0.0003061013,0.0001519385,0.000196071,0.00009667493],"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":[0.02366218,0.001282091,0.08232736,0.003089794,0.0002492571,0.009292865,0.0003404514,0.0009186281,0.2468145,0.001613711,0.004873926,0.6255352],"study_design_scores_gemma":[0.00540791,0.05801106,0.2572944,0.001469502,0.0008840818,0.2461254,0.0005183656,0.00407207,0.2948343,0.002760635,0.1284171,0.0002051243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8355896,0.07202542,0.0561773,0.0007955303,0.0003868772,0.001212523,0.0004565711,0.0009065114,0.03244952],"genre_scores_gemma":[0.9751785,0.007599667,0.01342137,0.0007112888,0.0002156061,0.000292282,0.0002149557,0.00004143365,0.00232488],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005817204,"threshold_uncertainty_score":0.0194605,"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."}}