{"id":"W1974357801","doi":"10.3747/co.v17i1.543","title":"Metastatic Lung Adenocarcinoma in a 20-Year-Old Patient","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Chest radiograph; Mediastinal lymphadenopathy; Lung; Radiology; Adenocarcinoma; Biopsy; Pneumonia; Pathology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000308155,0.0001336902,0.0004342868,0.0001509324,0.00004171331,0.000003590839,0.00007583808,0.00008778374,0.0003113473],"category_scores_gemma":[0.0006199052,0.0001043979,0.00006449682,0.0001545729,0.0002807157,0.00002392363,0.00007605289,0.0009144599,0.0001176532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006238519,"about_ca_system_score_gemma":0.0001344986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001428539,"about_ca_topic_score_gemma":0.00008257086,"domain_scores_codex":[0.9988093,0.0001119461,0.0003089589,0.0002776801,0.0001553491,0.0003367357],"domain_scores_gemma":[0.9992565,0.00020413,0.0000731728,0.0002275901,0.00006713351,0.000171466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007398053,0.000769019,0.9200426,0.0001206082,0.00003818153,0.0004461868,0.001609901,2.785515e-7,0.0009040328,0.0003701908,0.02414831,0.05147674],"study_design_scores_gemma":[0.007620128,0.00200545,0.6265139,0.0002378718,0.000440541,0.0009036055,0.00119722,0.0009374408,0.0003462043,0.000739947,0.3586755,0.0003822376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840308,0.003939558,0.00005756902,0.004315905,0.00293165,0.0003334316,0.000006997454,0.00004615815,0.004337916],"genre_scores_gemma":[0.9972239,0.0001000037,0.001290243,0.0007859133,0.000215011,0.00008724615,0.00002573555,0.00001257822,0.0002593666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345272,"threshold_uncertainty_score":0.4257223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09169361824361504,"score_gpt":0.4137270935932978,"score_spread":0.3220334753496828,"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."}}