{"id":"W4386372296","doi":"10.3390/cancers15174359","title":"Outcome of Second Primary Malignancies Developing in Multiple Myeloma Patients","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Discontinuation; Multiple myeloma; Internal medicine; Retrospective cohort study; Stage (stratigraphy); Gastroenterology; Surgery","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":[0.0003878028,0.0002111855,0.0002870593,0.0004915691,0.0003458198,0.0005513582,0.0001934585,0.0003532129,0.002232003],"category_scores_gemma":[0.001402829,0.0001387202,0.0004783989,0.0005875797,0.0002113879,0.0003308592,0.0004759128,0.0005666281,0.0002547799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941175,"about_ca_system_score_gemma":0.0002809718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462375,"about_ca_topic_score_gemma":0.00127951,"domain_scores_codex":[0.9997056,0.00005694667,0.00003124461,0.00006594939,0.00005974913,0.0000805373],"domain_scores_gemma":[0.9984097,0.0001662492,0.000884008,0.00006404889,0.0001187159,0.0003574767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001144867,0.00001294869,0.9985598,0.000007104261,0.00002423717,0.0001816981,0.00001809325,0.00004336984,0.00008791389,0.000005011731,0.00007247638,0.0008728321],"study_design_scores_gemma":[0.000008441942,0.0001488164,0.9974174,0.000005879918,0.00002974336,0.001879676,0.00005792632,0.0001485732,0.0001119632,0.00001527597,0.0001730124,0.00000326183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989917,0.0003136206,0.00004183495,0.00004011619,0.000005318671,0.000003660856,0.0002408142,0.000004443819,0.0003585568],"genre_scores_gemma":[0.9994982,0.00005972101,0.00001630565,0.00001479493,0.000009143914,0.000002752529,0.0003324877,0.000001006422,0.00006557057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002232003,"threshold_uncertainty_score":0.007466853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05767866378436156,"score_gpt":0.3191786430423781,"score_spread":0.2614999792580165,"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."}}