{"id":"W4255750064","doi":"10.1002/1097-0142(20001201)89:11+<2468::aid-cncr25>3.3.co;2-m","title":"Detection and localization of early lung cancer by fluorescence bronchoscopy","year":2000,"lang":"en","type":"review","venue":"Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Bronchoscopy; Carcinoma in situ; Lung cancer; Dysplasia; Radiology; Carcinoma; Lung; Pathology; Sputum; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001366603,0.0002641122,0.0002809745,0.004245244,0.0002290719,0.0004142533,0.0004596431,0.000649814,0.001322234],"category_scores_gemma":[0.00312943,0.0001885659,0.0002180912,0.001144576,0.0005271238,0.000412615,0.0001966045,0.0002595475,0.0005707222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224093,"about_ca_system_score_gemma":0.0007050732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124025,"about_ca_topic_score_gemma":0.02092426,"domain_scores_codex":[0.9992527,0.0001866184,0.00007034201,0.00007976147,0.0003256893,0.00008483588],"domain_scores_gemma":[0.9976271,0.001256003,0.0004368461,0.00006103968,0.0005059197,0.0001131504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009664659,0.0001011033,0.6396305,0.002072217,0.00008564794,0.006746524,0.0003247787,0.0004121926,0.04978992,0.0002600801,0.002959892,0.2966506],"study_design_scores_gemma":[0.00005487415,0.0007256403,0.8587508,0.001005026,0.000292974,0.08878147,0.0004959889,0.001171246,0.02373245,0.000230483,0.02470514,0.00005397195],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6342598,0.3054373,0.02657076,0.00126327,0.0001544309,0.0004536804,0.001516563,0.0003431215,0.03000118],"genre_scores_gemma":[0.9374047,0.04701038,0.01228846,0.0003465198,0.00009285851,0.00006771294,0.0005830135,0.00001707316,0.002189261],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0124025,"threshold_uncertainty_score":0.02466065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775270743878618,"score_gpt":0.352411950283789,"score_spread":0.3346592428450028,"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."}}