{"id":"W2501234266","doi":"10.1016/j.jclinepi.2016.07.008","title":"A primary care Web-based Intervention Modeling Experiment replicated behavior changes seen in earlier paper-based experiment","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"Medical Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; University of Aberdeen; Scottish Government","keywords":"Intervention (counseling); Primary care; Computer science; Medicine; Psychology; Family medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.005647425,0.00135649,0.00180873,0.0005496882,0.002259141,0.001037822,0.001913804,0.003001215,0.01166576],"category_scores_gemma":[0.02488439,0.00126769,0.0009373267,0.0004741889,0.0009284047,0.001225227,0.001136075,0.003686338,0.002652473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828486,"about_ca_system_score_gemma":0.005239672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021907,"about_ca_topic_score_gemma":0.01540683,"domain_scores_codex":[0.994875,0.002660318,0.0003503653,0.001025637,0.0006671363,0.0004215352],"domain_scores_gemma":[0.9737706,0.01455206,0.001849603,0.004557555,0.002625274,0.002644778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.07555448,0.7375604,0.03020167,0.001249592,0.0006435505,0.0003384117,0.005483203,0.008838501,0.04226522,0.0008630695,0.01069343,0.08630852],"study_design_scores_gemma":[0.1107926,0.593406,0.1818296,0.0002465468,0.002026811,0.0002329488,0.002366577,0.04641815,0.03964298,0.005526685,0.01699761,0.0005135962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763867,0.00003199066,0.006940929,0.000891385,0.0003776958,0.01011172,0.001592669,0.0006668736,0.003000068],"genre_scores_gemma":[0.904683,0.00008292641,0.0327687,0.001820259,0.0002503664,0.05054079,0.001320466,0.0001318679,0.008401619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166576,"threshold_uncertainty_score":0.03902584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414147870448781,"score_gpt":0.4316749185472928,"score_spread":0.2902601315024148,"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."}}