{"id":"W4408929182","doi":"10.6004/jnccn.2024.7279","title":"HSR25-165: The Effectiveness of Implementing a Community-Based Lung Clinic in Rural Community Cancer Center","year":2025,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Medicine; Center (category theory); Lung cancer; Cancer; Rural community; Community health center; Family medicine; Oncology; Intensive care medicine; Internal medicine; Demography","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":[0.003810436,0.0001214399,0.0004212885,0.0001545565,0.0004830206,0.00001459288,0.0003847401,0.00007160107,0.00004235846],"category_scores_gemma":[0.0003809917,0.0000757997,0.0002229187,0.0007391011,0.0001305045,0.00007998776,0.000134317,0.001716536,2.639277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007123817,"about_ca_system_score_gemma":0.001106263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000806217,"about_ca_topic_score_gemma":0.0003562615,"domain_scores_codex":[0.9946854,0.003815378,0.0007150022,0.00005482407,0.000466007,0.0002633834],"domain_scores_gemma":[0.9936832,0.003663057,0.0005899466,0.0001871423,0.001817403,0.00005927143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005228268,0.0006735279,0.9392273,0.002059102,0.0005262919,0.000001833137,0.0003459764,0.009478389,0.001100314,0.0003682291,0.03942718,0.001563609],"study_design_scores_gemma":[0.005753673,0.0001363692,0.9718379,0.005717946,0.0001078149,0.00001078586,0.0003801215,0.001285292,0.0002995717,0.001805856,0.01259516,0.00006953908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847708,0.003329479,0.00009661806,0.009466751,0.0009602719,0.0006082134,0.00005080311,0.000005409862,0.0007116699],"genre_scores_gemma":[0.9918123,0.0002410314,0.00005647842,0.007411709,0.0003839119,0.00004296214,0.00001589179,0.000008651345,0.00002705838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0326106,"threshold_uncertainty_score":0.7457592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144985360058012,"score_gpt":0.4246007846720235,"score_spread":0.3631509310714434,"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."}}