{"id":"W2082211743","doi":"10.1371/journal.pone.0003785","title":"Just-in-Time Information Improved Decision-Making in Primary Care: A Randomized Controlled Trial","year":2008,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Élisabeth Bruyère Hospital; University of Ottawa; Institute of Population and Public Health","funders":"Aberystwyth University","keywords":"Randomized controlled trial; Cognition; Clinical trial; Medicine; Intervention (counseling); Service (business); Rating scale; Psychology; Nursing; Psychiatry","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":[0.006454909,0.001376093,0.004731716,0.001174144,0.001249866,0.001820348,0.001626609,0.004284441,0.01667821],"category_scores_gemma":[0.01606042,0.00106771,0.00380474,0.001392462,0.002153325,0.001815595,0.0009161954,0.003406539,0.0008282819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881164,"about_ca_system_score_gemma":0.003384333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470485,"about_ca_topic_score_gemma":0.003315808,"domain_scores_codex":[0.9929888,0.004585476,0.0008013397,0.0006840617,0.0004872052,0.0004531399],"domain_scores_gemma":[0.9900463,0.005973633,0.001900461,0.0003764274,0.0003822884,0.001320821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9252229,0.02585584,0.001085394,0.01356105,0.003634914,0.00007172541,0.0002456709,0.0002067857,0.0003538007,0.0002082041,0.0008551825,0.02869845],"study_design_scores_gemma":[0.9415805,0.05375593,0.001298839,0.00070701,0.001793487,0.00001341514,0.00006036835,0.000179543,0.0001138047,0.0001257528,0.0003569571,0.00001451882],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310335,0.03218761,0.001203539,0.002923255,0.002833062,0.02485274,0.0009889927,0.0002415209,0.003735688],"genre_scores_gemma":[0.949661,0.01199727,0.004869948,0.001851024,0.001415176,0.02804326,0.0003953197,0.00002143348,0.001745482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01667821,"threshold_uncertainty_score":0.05579418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08298624476669386,"score_gpt":0.3972539317857014,"score_spread":0.3142676870190075,"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."}}