{"id":"W2117128146","doi":"10.1097/01.sla.0000137132.01881.57","title":"Peripheral Lung Nodules","year":2004,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Microcoil; Nodule (geology); Fluoroscopy; Radiology; Thoracotomy; Thoracoscopy; Pneumothorax; Video-assisted thoracoscopic surgery; Cardiothoracic surgery; Lung; Surgery; Electromagnetic coil","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":[0.0004339232,0.0002450929,0.0003029122,0.0002434421,0.0001974303,0.0003433162,0.0001780243,0.0003297243,0.00788103],"category_scores_gemma":[0.001390859,0.00008464638,0.0001657392,0.0001714976,0.0002893889,0.0002384396,0.000178972,0.0002142112,0.001269666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789097,"about_ca_system_score_gemma":0.0002095116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002996995,"about_ca_topic_score_gemma":0.0003908924,"domain_scores_codex":[0.9997583,0.00005946633,0.0000157102,0.00007280779,0.0000514104,0.00004231406],"domain_scores_gemma":[0.999329,0.0003275617,0.0001111846,0.00005107256,0.00006688757,0.0001143872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005916461,0.001731452,0.6826761,0.0009706952,0.000127109,0.02651683,0.0002253326,0.000755664,0.1003644,0.001283978,0.001443259,0.1779886],"study_design_scores_gemma":[0.001083959,0.02875301,0.6160612,0.0002286998,0.0002449154,0.3023404,0.0002256623,0.002354927,0.03211628,0.0006475917,0.01591165,0.00003183088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842938,0.003713633,0.001650526,0.00006665554,0.00002553783,0.0001423115,0.0001422142,0.00009169227,0.009873515],"genre_scores_gemma":[0.9969831,0.0002936218,0.0009978643,0.0001430736,0.00003927424,0.00005377063,0.000193921,0.000004436678,0.001290929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00788103,"threshold_uncertainty_score":0.02636462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.14338104701763,"score_gpt":0.3647435250773555,"score_spread":0.2213624780597255,"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."}}