{"id":"W2898323173","doi":"10.1016/j.jtho.2018.08.467","title":"MA18.03 How in the Real World Are Lung Cancer Patients Treated? The Ontario, Canada Experience","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Medicine; Radiation therapy; Stage (stratigraphy); Lung cancer; Clinical trial; Cohort; Surgery; Cancer; Chemotherapy; Internal medicine; Oncology; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007787279,0.0001517859,0.0002974478,0.0004519441,0.006949755,0.002668657,0.001028781,0.0009267605,0.007973679],"category_scores_gemma":[0.003916687,0.0002487247,0.0003486498,0.002082863,0.001485144,0.000893816,0.001108266,0.001664879,0.0005028687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08761568,"about_ca_system_score_gemma":0.1399169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958864,"about_ca_topic_score_gemma":0.9990632,"domain_scores_codex":[0.9983437,0.0001520475,0.0000703554,0.0001117569,0.0006212068,0.0007009612],"domain_scores_gemma":[0.9912763,0.0003445245,0.0007657654,0.0000947408,0.002552602,0.004966196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003388395,0.0002120053,0.734876,0.0003093801,0.0001294057,0.001966408,0.01854375,0.000718901,0.001115496,0.008843127,0.173843,0.05910363],"study_design_scores_gemma":[0.00006585529,0.0001130552,0.7686749,0.0005605167,0.00009264544,0.0009734503,0.03818735,0.0004735001,0.0001962503,0.0005722534,0.1899995,0.00009089754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6645123,0.009010343,0.0003709779,0.1653969,0.0008543216,0.0001278534,0.007661965,0.00006985392,0.1519954],"genre_scores_gemma":[0.9530813,0.006445636,0.0004754479,0.01302115,0.000197868,0.00004460663,0.001306928,0.00007255411,0.0253545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08761568,"threshold_uncertainty_score":0.6356993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523285328223142,"score_gpt":0.377594381766329,"score_spread":0.3523615284840976,"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."}}