{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04796458,0.0003793381,0.002790924,0.001113016,0.0004371148,0.002056196,0.0007565885,0.002930869,0.00398978],"category_scores_gemma":[0.15116,0.0004348437,0.002147435,0.002118777,0.001655171,0.002208177,0.001464033,0.00228386,0.000429838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764172,"about_ca_system_score_gemma":0.002816262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006262209,"about_ca_topic_score_gemma":0.003364374,"domain_scores_codex":[0.9069458,0.07028156,0.006845632,0.005923508,0.008777657,0.001225936],"domain_scores_gemma":[0.8896624,0.07652099,0.02233893,0.005308737,0.005026175,0.001142799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0323123,0.002418119,0.4535089,0.01374556,0.02173449,0.0003637395,0.002905153,0.002109513,0.001901529,0.0100701,0.01713121,0.4417994],"study_design_scores_gemma":[0.02857766,0.02836915,0.8203586,0.01027212,0.03000965,0.001314844,0.003861954,0.00674261,0.002345289,0.02234287,0.04548658,0.000318592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.822654,0.09088215,0.005695209,0.04309082,0.001678241,0.00156747,0.004717778,0.0002024235,0.02951192],"genre_scores_gemma":[0.9842353,0.006261467,0.00140099,0.006233911,0.0004003166,0.0003479703,0.0006925187,0.00001774079,0.0004097465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04796458,"threshold_uncertainty_score":0.253664,"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."}}