{"id":"W2936020235","doi":"10.2196/12803","title":"Impact of a Search Engine on Clinical Decisions Under Time and System Effectiveness Constraints: Research Protocol","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); MEDLINE; Resource (disambiguation); Health care; Scientific evidence; Evidence-based medicine; Medicine; Medical education; Psychology; Computer science; Management science; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09505759,0.003993672,0.005230027,0.005734231,0.00429408,0.006734006,0.004717733,0.006050085,0.02832671],"category_scores_gemma":[0.2935859,0.003504384,0.007316726,0.006986228,0.003945894,0.005967059,0.005242476,0.004233555,0.003631429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01634911,"about_ca_system_score_gemma":0.04438487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006700457,"about_ca_topic_score_gemma":0.006115679,"domain_scores_codex":[0.87168,0.07749466,0.02758489,0.005738054,0.01089969,0.006602741],"domain_scores_gemma":[0.6945577,0.220117,0.04186917,0.0147554,0.0233555,0.00534516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5711608,0.1277318,0.0211644,0.0647297,0.008987497,0.0005901954,0.006029976,0.03249063,0.002916582,0.005714478,0.007401943,0.151082],"study_design_scores_gemma":[0.501798,0.3794788,0.03582471,0.008173278,0.01355775,0.0001841432,0.003570528,0.01994547,0.007257777,0.006695449,0.02270567,0.000808394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.111994,0.000709083,0.003797912,0.0005679661,0.0001650421,0.8753834,0.002985308,0.0002253355,0.004171908],"genre_scores_gemma":[0.04848687,0.0002842696,0.006967264,0.0001528411,0.00004430006,0.9432429,0.0003751817,0.00002214702,0.0004243382],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09505759,"threshold_uncertainty_score":0.5027186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6924211514500933,"score_gpt":0.7707511920502705,"score_spread":0.07833004060017723,"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."}}