{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002523546,0.0002183284,0.0003556118,0.0001448698,0.0001469221,0.00002929202,0.000147838,0.00008427853,0.001015914],"category_scores_gemma":[0.0007179179,0.0001812447,0.0001155848,0.0003916749,0.0001789435,0.000103819,0.00004842034,0.000286037,0.0003144319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176986,"about_ca_system_score_gemma":0.0001707108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002158377,"about_ca_topic_score_gemma":0.000009333942,"domain_scores_codex":[0.9982694,0.0001171788,0.0002422103,0.0003847462,0.0004438028,0.0005427049],"domain_scores_gemma":[0.9988707,0.0001428028,0.00005318364,0.0005505543,0.0001411339,0.0002416681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000507311,0.0006857172,0.01753229,0.0001929901,0.0003688312,0.0002424706,0.0009403883,0.000003494519,0.9602786,0.005697675,0.00825817,0.005292087],"study_design_scores_gemma":[0.01092189,0.002238167,0.07482783,0.0006225207,0.0002366636,0.0006060796,0.0008198533,0.0003865929,0.6970823,0.003673172,0.2074917,0.001093195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93329,0.002271994,0.0004988852,0.0005332042,0.0002782647,0.001029968,0.00001162791,0.0003167576,0.06176929],"genre_scores_gemma":[0.9900748,0.0003937415,0.0027275,0.0005043796,0.00006154823,0.00007800932,0.000009916763,0.0000405076,0.006109666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2631962,"threshold_uncertainty_score":0.9998973,"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."}}