{"id":"W2171902402","doi":"10.1158/1055-9965.epi-07-0251","title":"Factors Associated with Human Small Aggressive Non–Small Cell Lung Cancer","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Lung cancer; Family history; Internal medicine; Oncology; Odds ratio; Confidence interval; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006742837,0.0002544918,0.0002563743,0.0005530558,0.0003667572,0.0005845613,0.0002203381,0.000310769,0.0037772],"category_scores_gemma":[0.002721745,0.0001142845,0.0004463596,0.0009708257,0.0003796277,0.0002019239,0.0002644748,0.0003943646,0.0003542999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720965,"about_ca_system_score_gemma":0.0004177912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484377,"about_ca_topic_score_gemma":0.002671883,"domain_scores_codex":[0.9994774,0.0001583577,0.0000645236,0.0001123617,0.0001317993,0.00005546126],"domain_scores_gemma":[0.9973094,0.0006016859,0.001449023,0.0001694737,0.0002053667,0.0002651084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002448919,0.00002390449,0.9969158,0.00003133579,0.00008689633,0.0002285266,0.0000315274,0.00003841198,0.0008054746,0.00003605524,0.0001036537,0.001453484],"study_design_scores_gemma":[0.00001061484,0.0001613573,0.9970201,0.000009996471,0.00008015965,0.001307918,0.00005606777,0.00009556195,0.0003451925,0.00008249677,0.0008262803,0.000004219094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957075,0.001887932,0.0002979274,0.00008206414,0.00001299318,0.00002916028,0.0007746579,0.00000977843,0.001197972],"genre_scores_gemma":[0.9988709,0.0002351183,0.0001747984,0.00001753609,0.00001242291,0.00001158422,0.0003781747,0.000002505128,0.0002969262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0037772,"threshold_uncertainty_score":0.01263601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07157887094691168,"score_gpt":0.4053220619999182,"score_spread":0.3337431910530065,"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."}}