{"id":"W410581357","doi":"10.18907/jjsre.22.3_178_3","title":"S1-3 QUANTITATIVE FLUORESCENCE BRONCHOSCOPY(Diagnosis and Treatment of Early Stage Central Type Lung Cancer)","year":2000,"lang":"en","type":"article","venue":"Kikanshigaku","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Lung cancer; Stage (stratigraphy); Medicine; Bronchoscopy; Radiology; Pathology; Biology","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":[0.0006283671,0.0002794216,0.000344232,0.0008723505,0.0004763038,0.0002744806,0.0002719606,0.000642006,0.003687134],"category_scores_gemma":[0.0004102701,0.0002407913,0.0004108668,0.0004575296,0.0003961439,0.0003765332,0.0002280627,0.0004342275,0.0006879384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004711454,"about_ca_system_score_gemma":0.0006517799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002465457,"about_ca_topic_score_gemma":0.002126688,"domain_scores_codex":[0.9997665,0.00005198218,0.00001314418,0.00004929766,0.00006200235,0.00005705849],"domain_scores_gemma":[0.9998497,0.00004309072,0.0000180778,0.00001538386,0.00003975071,0.0000338659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005752253,0.0005126573,0.1164672,0.0005007465,0.00009625144,0.006036813,0.0002260845,0.0005891065,0.7205121,0.0009058687,0.004044758,0.1443561],"study_design_scores_gemma":[0.0004721052,0.005407311,0.3512536,0.00008486422,0.0003283313,0.03431605,0.0002629172,0.009871249,0.5784281,0.001001182,0.0184871,0.00008721491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506413,0.009268854,0.01647685,0.0008265888,0.00009429536,0.00027106,0.0005530483,0.0005621471,0.02130589],"genre_scores_gemma":[0.986963,0.0009988154,0.008003798,0.0001520191,0.0000391315,0.00006858067,0.0002511274,0.00004570641,0.003477825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003687134,"threshold_uncertainty_score":0.0123347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977435397073911,"score_gpt":0.3649997123911443,"score_spread":0.3152253584204052,"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."}}