{"id":"W2104358414","doi":"10.3747/co.v18i3.858","title":"Uptake of Novel Medical Therapies in the General Population","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Cancer Care Ontario","keywords":"Medicine; Randomized controlled trial; Gold standard (test); Population; Bioinformatics; Intensive care medicine; Internal medicine; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000215427,0.00004765662,0.0001454483,0.00005352149,0.00001904224,0.000001026091,0.000071445,0.00006041964,0.0004782343],"category_scores_gemma":[0.00003540135,0.00002924698,0.00004202276,0.0001106034,0.00006190463,0.00002060635,0.00001326373,0.0001701942,0.000005098945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004115585,"about_ca_system_score_gemma":0.0001000305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001689144,"about_ca_topic_score_gemma":0.0002882383,"domain_scores_codex":[0.9994557,0.00004320126,0.0001922729,0.00008164943,0.0001342498,0.00009295108],"domain_scores_gemma":[0.9997492,0.00002786901,0.00004943368,0.0001109806,0.00003075335,0.0000317359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002046778,0.002886395,0.6845252,0.00005027972,0.00003868381,0.00001400935,0.005095975,0.000001387186,0.001038379,0.02603816,0.001893983,0.2782129],"study_design_scores_gemma":[0.001444519,0.0003480922,0.9283627,0.00002786913,0.00003129554,0.00007259945,0.0001751893,0.00006531702,0.00007848496,0.0002416829,0.06911872,0.00003352994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914783,0.0004538131,0.000159957,0.0008168267,0.0007554534,0.0001652816,0.000001845525,0.000009561214,0.006158957],"genre_scores_gemma":[0.9991214,0.0001549871,0.0001819971,0.0002572944,0.0002095866,0.0000360374,0.00001010044,0.000003983897,0.00002465611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2781793,"threshold_uncertainty_score":0.523633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2344086368317478,"score_gpt":0.4458128253425119,"score_spread":0.211404188510764,"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."}}