{"id":"W2002077828","doi":"10.1080/02763869.2011.590410","title":"What Your Patient Reads: Creating a Value-Added Tool for Physicians","year":2011,"lang":"en","type":"article","venue":"Medical Reference Services Quarterly","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Health care; Health information; Order (exchange); Value (mathematics); Task (project management); Medical library; Medical information; Medicine; Public relations; Medical education; Internet privacy; Family medicine; Nursing; Computer science; Business; Political science; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.01092014,0.0007709133,0.0006706284,0.00312199,0.003558628,0.009698968,0.001484333,0.003579598,0.01814674],"category_scores_gemma":[0.06118893,0.0005739778,0.000556829,0.002011125,0.001747525,0.01234704,0.007479837,0.00311366,0.01333912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009558835,"about_ca_system_score_gemma":0.003276935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003359165,"about_ca_topic_score_gemma":0.001280442,"domain_scores_codex":[0.9887656,0.007821543,0.0006176573,0.0002677311,0.002177611,0.0003499173],"domain_scores_gemma":[0.9656687,0.02027851,0.002875793,0.001793189,0.003888559,0.005495176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001637332,0.0005230595,0.005188149,0.0007883635,0.000036061,0.001556879,0.02962369,0.00008615479,0.001524754,0.003158543,0.4223195,0.535031],"study_design_scores_gemma":[0.0001212321,0.0006100281,0.005073319,0.002167635,0.0001229516,0.006443187,0.04230299,0.0007130845,0.002317251,0.009836259,0.9300919,0.0002001328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1059868,0.01318383,0.0551454,0.4806251,0.0122121,0.001217297,0.002010102,0.01237008,0.3172493],"genre_scores_gemma":[0.4024401,0.02218803,0.350649,0.1049819,0.02178717,0.001463983,0.002052433,0.00312409,0.09131321],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01814674,"threshold_uncertainty_score":0.06070685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576811038414929,"score_gpt":0.4555300685296162,"score_spread":0.2978489646881233,"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."}}