{"id":"W4239298837","doi":"10.1213/ane.0b013e31818d146b","title":"Web Bronchoscopy","year":2008,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bronchoscopy; Test (biology); Web site; Subject (documents); Web application; Flexible bronchoscopy; Medical physics; World Wide Web; The Internet; Radiology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008766593,0.001063783,0.001066818,0.002548749,0.0009510163,0.003074152,0.001403464,0.002306945,0.6015094],"category_scores_gemma":[0.004968922,0.0005506072,0.001286329,0.001543459,0.0004159057,0.002531331,0.003335564,0.002297009,0.5322888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006776032,"about_ca_system_score_gemma":0.001011309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436342,"about_ca_topic_score_gemma":0.002549656,"domain_scores_codex":[0.9990381,0.0001724511,0.00008855738,0.0001536297,0.0004442089,0.0001030763],"domain_scores_gemma":[0.997327,0.0005567368,0.0001819482,0.0005018403,0.0007739188,0.0006585647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000159194,0.00008899403,0.0006899675,0.0006401307,0.0000230843,0.0006127922,0.00005296823,0.00007989014,0.001192785,0.001043176,0.7773118,0.2181053],"study_design_scores_gemma":[0.00004441267,0.00005711877,0.001447013,0.000319276,0.00001283133,0.001937514,0.00004184497,0.0001667749,0.0005768191,0.001010251,0.994361,0.00002514637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004290311,0.02239138,0.0216947,0.006990376,0.00693921,0.0009751192,0.02362438,0.03565385,0.8774406],"genre_scores_gemma":[0.03099089,0.0173278,0.0250807,0.01297571,0.004645399,0.0009229134,0.0298114,0.009639324,0.868606],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6015094,"threshold_uncertainty_score":0.5683985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659638750630536,"score_gpt":0.268137752429278,"score_spread":0.2515413649229726,"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."}}