{"id":"W2015284553","doi":"10.1089/pop.2008.0040","title":"The Application of Disease Management to Clinical Trial Designs","year":2009,"lang":"en","type":"article","venue":"Population Health Management","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Rehabilitation Institute; University of Toronto; York University","funders":"","keywords":"Disease management; Medicine; Disease; Clinical trial; MEDLINE; Intensive care medicine; Internal medicine; Political science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8534628,0.00396528,0.01013692,0.01444286,0.003770671,0.01345664,0.00572023,0.008510028,0.005345821],"category_scores_gemma":[0.9206005,0.003939866,0.007563398,0.01603067,0.02024501,0.01150678,0.01400079,0.01107368,0.001235456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01144895,"about_ca_system_score_gemma":0.01899807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353908,"about_ca_topic_score_gemma":0.0015109,"domain_scores_codex":[0.02939862,0.9222912,0.02625977,0.006541545,0.01500137,0.0005074913],"domain_scores_gemma":[0.03324286,0.8786332,0.03407613,0.04323882,0.009878751,0.0009302588],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00823978,0.0009806849,0.07103415,0.05037934,0.03112308,0.0007701956,0.008276088,0.02031364,0.001454956,0.2450843,0.0165345,0.5458093],"study_design_scores_gemma":[0.00926491,0.01563006,0.04152412,0.03392857,0.0105788,0.002157934,0.002406397,0.1159112,0.003190408,0.6584351,0.1060318,0.0009407378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01091312,0.03376409,0.8867246,0.0128609,0.005836168,0.03914756,0.0008941075,0.0007342898,0.00912519],"genre_scores_gemma":[0.1639521,0.005702244,0.7042703,0.01020541,0.002455667,0.1120909,0.0003745023,0.0001942139,0.0007546362],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1465372,"threshold_uncertainty_score":0.1807066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147714348372964,"score_gpt":0.4523497463618184,"score_spread":0.3375783115245221,"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."}}