{"id":"W2951755260","doi":"10.1111/imj.14395","title":"A 14‐year retrospective analysis of indications and outcomes of autologous haemopoietic stem cell transplantation in regional Queensland: a single‐centre experience","year":2019,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Transplantation; Retrospective cohort study; Internal medicine; Lymphoma; Incidence (geometry); Multiple myeloma; Malignancy; Hematopoietic stem cell transplantation; Surgery; Cause of death; Disease","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":[0.0002037471,0.0001144925,0.0006006956,0.0008197175,0.00001956504,0.000004362763,0.00009055399,0.00005513579,0.0003328455],"category_scores_gemma":[0.00007235703,0.00007706636,0.0001087136,0.0004039468,0.0001632093,0.00007132944,0.00001363329,0.0002635839,0.00000228268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227706,"about_ca_system_score_gemma":0.00006426028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003151029,"about_ca_topic_score_gemma":0.00012756,"domain_scores_codex":[0.9984989,0.00007968272,0.0005232212,0.0001686401,0.0005584006,0.0001711164],"domain_scores_gemma":[0.9990122,0.0001763811,0.0003266473,0.0001356455,0.0001912058,0.0001579642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005745086,0.0002460539,0.9847113,0.00006778768,0.0006760499,0.0001206567,0.008696208,0.00000667876,0.003905034,0.00002665792,0.00004185749,0.0009271604],"study_design_scores_gemma":[0.004612208,0.0008700094,0.9885959,0.0004895048,0.0005672206,0.0002450432,0.00268771,0.0004963417,0.001338814,0.00003887207,0.000007136242,0.00005126608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976916,0.0003474669,0.000349158,0.0008222203,0.00006386727,0.0001983389,0.00002184459,0.000004534578,0.0005010253],"genre_scores_gemma":[0.9989392,0.0002372994,0.0002468593,0.00003494016,0.00002292691,0.000002972469,0.00001113204,0.000007143267,0.0004975511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006008497,"threshold_uncertainty_score":0.3644424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166662072741258,"score_gpt":0.3167448693282631,"score_spread":0.2950782486008505,"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."}}