{"id":"W2120522095","doi":"10.1148/radiol.09090031","title":"Perifissural Nodules Seen at CT Screening for Lung Cancer","year":2010,"lang":"en","type":"article","venue":"Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital","funders":"","keywords":"Medicine; Lung cancer; Malignancy; Nuclear medicine; Institutional review board; Lung; Radiology; Retrospective cohort study; Computed tomography; Cancer; Surgery; Internal medicine","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":[0.000346005,0.000241903,0.0002119791,0.0007739965,0.000281865,0.0003433241,0.0002180513,0.0003769425,0.001198022],"category_scores_gemma":[0.001734443,0.0002144287,0.0001381746,0.0003171052,0.0003438127,0.0003655862,0.0002568203,0.0001857291,0.0002116106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231615,"about_ca_system_score_gemma":0.0001670703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292119,"about_ca_topic_score_gemma":0.003990063,"domain_scores_codex":[0.9997949,0.00003832289,0.00001837953,0.00004025238,0.0000537909,0.00005449305],"domain_scores_gemma":[0.9990634,0.0002061395,0.000466078,0.00004953104,0.00006006319,0.0001548244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009994328,0.00001687058,0.9952888,0.000008054587,0.000007666795,0.001861586,0.00007684293,0.00002047276,0.001275572,0.000007392235,0.0000268159,0.001309922],"study_design_scores_gemma":[0.000003821042,0.0001166784,0.9893972,0.000004515898,0.000008339288,0.01005471,0.00008282591,0.000053687,0.0001944069,0.000007885344,0.0000739404,0.000002033279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996427,0.0001399381,0.00003056752,0.000005449237,0.000001090164,0.000003853052,0.0000225634,0.000002086723,0.0001516936],"genre_scores_gemma":[0.9997869,0.00004385927,0.00006584683,0.000005884922,0.000004578438,0.000001898107,0.00004494465,6.206923e-7,0.00004540458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002292119,"threshold_uncertainty_score":0.00455749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754008236484074,"score_gpt":0.3337767443726942,"score_spread":0.3162366620078535,"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."}}