{"id":"W2204929367","doi":"10.5430/jnep.v6n4p65","title":"Elevated distress among patients undergoing screening for lung cancer","year":2015,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Distress; Lung cancer; Population; Cancer; Internal medicine; Logistic regression; Lung cancer screening; Family history; Clinical psychology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004923916,0.0001627043,0.0001851142,0.0004252884,0.0003201224,0.0004075339,0.0001764082,0.0002943276,0.001303299],"category_scores_gemma":[0.002969745,0.0001170215,0.0002436276,0.0005612356,0.0002492366,0.0003365486,0.0005020765,0.0005274206,0.0001073268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277749,"about_ca_system_score_gemma":0.0003379968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005160592,"about_ca_topic_score_gemma":0.008099781,"domain_scores_codex":[0.9996019,0.0001343632,0.00004763476,0.00004875574,0.00008163819,0.00008567465],"domain_scores_gemma":[0.998572,0.0002073796,0.0008618322,0.00003095816,0.0001132993,0.0002145351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001866176,0.00001212291,0.9985116,0.000007926187,0.00001027275,0.00003305039,0.0001059508,0.00001517056,0.00005740994,0.000005952405,0.00008508576,0.001136772],"study_design_scores_gemma":[0.000001756662,0.00004527753,0.9993033,0.0000101491,0.000006928664,0.0001316452,0.0002798632,0.00008458214,0.0000190632,0.00001122381,0.0001037803,0.000002411804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988942,0.0002937724,0.000058126,0.0001632874,0.000006571696,0.00001077242,0.0001574965,0.000002769064,0.0004131252],"genre_scores_gemma":[0.9996073,0.0001190247,0.00005868669,0.00004040488,0.000006629541,0.000005318843,0.0001079884,3.872171e-7,0.00005423353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005160592,"threshold_uncertainty_score":0.01026112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098303351187664,"score_gpt":0.4623445693560849,"score_spread":0.3525142342373185,"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."}}