{"id":"W2917295253","doi":"10.1002/cncr.32026","title":"Treatment capacity required for full‐scale implementation of lung cancer screening in the United States","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Medicaid; Lung cancer screening; Lung cancer; Smoking cessation; Cancer; Task force; Environmental health; Family medicine; Health care; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005795203,0.00048764,0.0008533274,0.0003820742,0.0005037546,0.001658516,0.001333358,0.001129186,0.006122328],"category_scores_gemma":[0.01784128,0.0005765274,0.001188773,0.0004996224,0.0004907688,0.001330698,0.001447675,0.001622424,0.0003961845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005454128,"about_ca_system_score_gemma":0.005471179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08878462,"about_ca_topic_score_gemma":0.0453277,"domain_scores_codex":[0.9968818,0.00150973,0.0001370242,0.0003906791,0.000215867,0.0008649646],"domain_scores_gemma":[0.9916943,0.004793693,0.00168828,0.0004119566,0.0007359179,0.0006759051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0010806,0.0007659729,0.185482,0.0002704792,0.0005848557,0.0002649282,0.0002377618,0.7727003,0.000726475,0.01001399,0.006496848,0.02137585],"study_design_scores_gemma":[0.0005492877,0.001901922,0.2384397,0.0002602496,0.0006544397,0.0002797372,0.001478966,0.7332598,0.0009854218,0.01218969,0.009867949,0.0001329021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714361,0.0004515372,0.00767696,0.004097297,0.00007822608,0.0004316953,0.006704513,0.0001499424,0.008973613],"genre_scores_gemma":[0.9951762,0.0001279704,0.001577113,0.00039484,0.00001349408,0.0002031561,0.001374972,0.00000863147,0.001123535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08878462,"threshold_uncertainty_score":0.1765357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377053887935887,"score_gpt":0.3803401291932856,"score_spread":0.3365695903139267,"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."}}