{"id":"W2131664978","doi":"10.1197/jamia.m2158","title":"McMaster PLUS: A Cluster Randomized Clinical Trial of an Intervention to Accelerate Clinical Use of Evidence-based Information from Digital Libraries","year":2006,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Western University","funders":"","keywords":"Randomized controlled trial; Medicine; Crossover study; Cluster (spacecraft); Service (business); Intervention (counseling); Relevance (law); Clinical trial; MEDLINE; Family medicine; Computer science; Alternative medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002767615,0.001481078,0.002219066,0.0007928699,0.0008435356,0.001031074,0.001418508,0.001674438,0.008236659],"category_scores_gemma":[0.006316082,0.0006674576,0.001227222,0.0007531343,0.00184263,0.0009954234,0.001056477,0.001474219,0.0004907266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003882827,"about_ca_system_score_gemma":0.00631018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01994592,"about_ca_topic_score_gemma":0.03034392,"domain_scores_codex":[0.9966609,0.001975344,0.0001825035,0.0005533045,0.000284397,0.0003435082],"domain_scores_gemma":[0.9964693,0.0009322403,0.0009322585,0.0002758596,0.0001965363,0.001193836],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9776818,0.00856714,0.0008165646,0.0004484463,0.0005126776,0.00001623196,0.00006049884,0.0001866654,0.0005242309,0.00009681619,0.0004469059,0.01064192],"study_design_scores_gemma":[0.8835611,0.1102528,0.004335562,0.00004030995,0.0005446263,0.000009909885,0.00003501495,0.0005016014,0.0002223033,0.000137209,0.0003421024,0.00001729193],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850659,0.0008905538,0.0005443659,0.0006519263,0.0002701705,0.0106079,0.0004419234,0.0001824248,0.001344874],"genre_scores_gemma":[0.9813323,0.0005168149,0.004065975,0.0005558188,0.0002982893,0.01083748,0.0002839313,0.0000123668,0.002096908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9972324,"threshold_uncertainty_score":0.03965962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3005932180760031,"score_gpt":0.5338418913977131,"score_spread":0.23324867332171,"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."}}