{"id":"W2103303765","doi":"10.1148/radiol.13131665","title":"Is Ground Glass Descriptive of a Type of Pulmonary Nodule?","year":2013,"lang":"en","type":"letter","venue":"Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Family medicine; Nuclear medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000511902,0.0002256269,0.0009617639,0.0001315055,0.00001258532,0.000001934142,0.000113804,0.0006490114,0.0008097379],"category_scores_gemma":[0.00002533544,0.0001685623,0.00019456,0.0001034179,0.0002164427,0.00002239383,0.00003637706,0.0004465798,0.0000851201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002510227,"about_ca_system_score_gemma":0.0001593538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006871007,"about_ca_topic_score_gemma":0.000002750101,"domain_scores_codex":[0.9988461,0.00007328921,0.0003443098,0.0003364715,0.0001505959,0.0002492765],"domain_scores_gemma":[0.9988927,0.0001471135,0.0002610986,0.0004597846,0.0001966851,0.00004264461],"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":[0.00009709996,0.0001337887,0.02087808,0.0006087456,0.0009939572,0.0004188422,0.0002041303,1.868274e-7,0.0002956469,0.00004440463,0.9754483,0.0008768797],"study_design_scores_gemma":[0.001782498,0.002581258,0.0835408,0.0007552863,0.001578375,0.001078223,0.00005369407,0.00005020416,0.001018724,0.0004442415,0.906791,0.0003256959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3221175,0.01762678,0.00001923087,0.6389042,0.002783823,0.001840676,0.0003199148,0.00005182852,0.01633607],"genre_scores_gemma":[0.5571432,0.004038181,0.0008385875,0.4195882,0.004453317,0.0002371071,0.00106454,0.0001362492,0.01250067],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2350256,"threshold_uncertainty_score":0.8866063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736152475730271,"score_gpt":0.2894781460086221,"score_spread":0.2521166212513194,"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."}}