{"id":"W2003462019","doi":"10.3816/clc.2009.n.026","title":"Initial Treatment Strategies and Outcomes for Multifocal Bronchioloalveolar Carcinoma","year":2009,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Systemic therapy; Disease; Internal medicine; Hazard ratio; Odds ratio; Medical record; Carcinoma; Adenocarcinoma; Logistic regression; Cancer; Surgery; Oncology; Confidence interval","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":[0.0001227826,0.0002359565,0.0006466322,0.00003529622,0.00009009663,0.00004737339,0.00004886132,0.0001552327,0.00007186508],"category_scores_gemma":[0.00005927038,0.0001560738,0.0003168161,0.00004527123,0.0001094039,0.0001022633,0.00001408638,0.000114608,0.000003807322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003189268,"about_ca_system_score_gemma":0.0003771745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163619,"about_ca_topic_score_gemma":0.0001446063,"domain_scores_codex":[0.9986224,0.00003647948,0.0004535085,0.0004642491,0.0001247758,0.0002985973],"domain_scores_gemma":[0.9989139,0.0004100468,0.00008907626,0.0002607218,0.00007442947,0.0002517664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006758629,0.0008290861,0.8570654,0.00006585308,0.0004207246,0.00003349253,0.0001205742,0.000006249365,0.00001695392,0.0007484506,0.002000076,0.1380173],"study_design_scores_gemma":[0.01025837,0.003918159,0.9757926,0.0001011843,0.000927288,0.000006596863,0.00007847908,0.0005659859,0.0002156139,0.0002610154,0.007692856,0.0001817916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984585,0.005536342,0.00009384006,0.00699715,0.0005436896,0.001300665,0.000078298,0.00006745524,0.0007975041],"genre_scores_gemma":[0.9941902,0.001282571,0.0008252557,0.002194548,0.0007262884,0.0003490384,0.00003680354,0.00001911271,0.000376149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378355,"threshold_uncertainty_score":0.6364503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894249216519924,"score_gpt":0.4578265014750806,"score_spread":0.3988840093098814,"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."}}