{"id":"W4212856956","doi":"10.2298/vsp0302161t","title":"Fluoroscence bronhoscopy","year":2003,"lang":"en","type":"article","venue":"Vojnosanitetski pregled","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bronchoscopy; Medicine; Autofluorescence; Biopsy; Carcinoma in situ; Lung cancer; Pathology; Endoscopy; Metaplasia; Carcinoma; Squamous metaplasia; Radiology; Epithelium; Fluorescence","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":[0.0003358246,0.0006597856,0.0003441756,0.001803808,0.0004549582,0.0006340263,0.0004962937,0.001043078,0.03082679],"category_scores_gemma":[0.001458387,0.0001807502,0.0003826383,0.0006948536,0.0006477467,0.0007377123,0.0005212504,0.000929199,0.00815415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000485043,"about_ca_system_score_gemma":0.0006073565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566003,"about_ca_topic_score_gemma":0.001437877,"domain_scores_codex":[0.9996769,0.00005829573,0.00003150522,0.0000701153,0.0001042684,0.00005897469],"domain_scores_gemma":[0.9992375,0.0002378533,0.0000752846,0.0001272475,0.0002274736,0.00009463629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00240216,0.0004531642,0.07680085,0.001231507,0.0001307651,0.02629083,0.0002294723,0.0007624474,0.1620741,0.002569798,0.03166804,0.6953869],"study_design_scores_gemma":[0.0005858269,0.002045183,0.1721205,0.001732354,0.0002640821,0.4492242,0.0002915853,0.01364581,0.1185529,0.004696877,0.2366194,0.0002213602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4966879,0.06074047,0.1001071,0.007373563,0.002242781,0.0005947027,0.005298753,0.004607563,0.3223472],"genre_scores_gemma":[0.9151631,0.01128445,0.03121076,0.003797366,0.0009816749,0.0001537077,0.002148554,0.0002642002,0.03499622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03082679,"threshold_uncertainty_score":0.1031259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752975721438574,"score_gpt":0.3135605750628909,"score_spread":0.2960308178485052,"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."}}