{"id":"W2130121305","doi":"10.1016/j.ijmedinf.2005.05.004","title":"Impact of clinical information-retrieval technology on physicians: A literature review of quantitative, qualitative and mixed methods studies","year":2005,"lang":"en","type":"review","venue":"International Journal of Medical Informatics","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; Western University; College of Family Physicians of Canada; McGill University","funders":"","keywords":"Relevance (law); Observational study; Empirical research; Qualitative research; Content analysis; MEDLINE; Qualitative analysis; Medical education; Medicine; Psychology; Computer science; Sociology; Pathology; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03541734,0.0007015423,0.003141062,0.01008636,0.0008813391,0.003028848,0.001108457,0.001028156,0.00187304],"category_scores_gemma":[0.09154077,0.0006608016,0.001789398,0.0169244,0.0009069666,0.002695062,0.001355745,0.0007012787,0.000200785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004143708,"about_ca_system_score_gemma":0.0143474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007799761,"about_ca_topic_score_gemma":0.02539827,"domain_scores_codex":[0.9749136,0.01296841,0.004520829,0.0008795652,0.0063317,0.000385898],"domain_scores_gemma":[0.8046113,0.1682571,0.01149615,0.0009242555,0.01418412,0.0005270427],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005982543,0.0002047757,0.01688016,0.3917141,0.002766942,0.0003601706,0.01220527,0.000164653,0.00101757,0.0006693543,0.003342924,0.5700758],"study_design_scores_gemma":[0.0003932747,0.001552651,0.1229085,0.7023292,0.03120741,0.002575525,0.04207233,0.000341728,0.003877888,0.001185291,0.0913861,0.0001700244],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01848596,0.9776506,0.0004486671,0.001158212,0.00007677444,0.0002606859,0.0003627944,0.000005621538,0.001550595],"genre_scores_gemma":[0.08240933,0.9141286,0.002024579,0.0006805367,0.00006213444,0.0003466586,0.000149522,0.000005719779,0.0001928809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9645827,"threshold_uncertainty_score":0.1873071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4851921048544153,"score_gpt":0.7657718490336081,"score_spread":0.2805797441791927,"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."}}