{"id":"W4413733890","doi":"10.64628/aam.6jrff3d6j","title":"The risk of lung cancer for young breast cancer survivors","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Breast cancer; Lung cancer; Medicine; Oncology; Cancer; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000371765,0.0002791664,0.0005611459,0.00006108025,0.0001493236,0.00003077589,0.000238144,0.0002531106,0.0009749008],"category_scores_gemma":[0.0000421035,0.000158853,0.0003931603,0.00009136786,0.000204685,0.00002295388,0.0002183632,0.0004108634,0.000001837557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137652,"about_ca_system_score_gemma":0.0007465119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3069488,"about_ca_topic_score_gemma":0.1584815,"domain_scores_codex":[0.9984734,0.00003316725,0.0004214989,0.0004191091,0.000313008,0.0003398099],"domain_scores_gemma":[0.9981185,0.0001407395,0.000418088,0.0006670714,0.0005342692,0.000121324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007165006,0.00004700675,0.9252436,0.0007703389,0.001270792,6.516584e-7,0.0005322171,0.00009397535,0.00005372702,0.00009276662,0.05323807,0.01794033],"study_design_scores_gemma":[0.001584713,0.00009955689,0.9429201,0.001093652,0.002402557,0.000009021329,0.0002729644,0.006570908,0.001058447,0.0003788942,0.04311305,0.000496078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537763,0.0133324,0.001972449,0.003819098,0.009824072,0.003612405,0.007920521,0.0001261613,0.005616582],"genre_scores_gemma":[0.9595448,0.02780513,0.0001715879,0.0001472013,0.002355836,0.0009652755,0.00005417583,0.00008220163,0.008873746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1484672,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806032634945243,"score_gpt":0.335865657315086,"score_spread":0.3178053309656336,"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."}}