{"id":"W162884465","doi":"10.1155/2007/847604","title":"The Cost of Lung Cancer in Alberta","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Alberta; University of Manitoba; Manitoba Health","funders":"Canada Foundation for Innovation; University of Alberta","keywords":"Medicine; Lung cancer; Ambulatory; Health care; Cancer; Ambulatory care; Emergency medicine; Family medicine; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004952489,0.0002435907,0.0001845161,0.001680734,0.0007305855,0.001766607,0.001056961,0.0004430501,0.003195963],"category_scores_gemma":[0.002373506,0.0001837879,0.0003492997,0.00371993,0.0004043261,0.0004027101,0.0007126392,0.0005045235,0.0001616042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04069459,"about_ca_system_score_gemma":0.02342168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9063091,"about_ca_topic_score_gemma":0.9176306,"domain_scores_codex":[0.999243,0.0001174183,0.00002826073,0.00003857071,0.0003966419,0.0001760882],"domain_scores_gemma":[0.999261,0.0001660288,0.0001077512,0.00001677549,0.0002831421,0.0001653124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009851507,0.0002968762,0.7445694,0.0006220174,0.0004201293,0.003632986,0.0007401963,0.07202508,0.000945017,0.01965682,0.0274012,0.1287052],"study_design_scores_gemma":[0.0001801895,0.0002491094,0.8695849,0.0002764341,0.0002769217,0.002440615,0.004058746,0.07353392,0.0005473525,0.006428968,0.04234306,0.00007979613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414927,0.005900212,0.0007925951,0.004845543,0.00009341426,0.0001537363,0.008635845,0.00005876323,0.03802721],"genre_scores_gemma":[0.988224,0.003059959,0.0005944395,0.0001463475,0.0000293438,0.00002419588,0.002747062,0.000009417363,0.005165221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09369093,"threshold_uncertainty_score":0.2952613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711691001159809,"score_gpt":0.3147357298375357,"score_spread":0.2976188198259376,"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."}}