{"id":"W7161849522","doi":"10.82308/3297","title":"Development of tools for a systematic review and meta- analysis aimed at determining evidence-based equivalences between standardized manual office blood pressure measurements and automated methods","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Validation test; Delphi; Occupational training","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2922199,0.00568239,0.02157934,0.04774776,0.002370629,0.01388938,0.006825503,0.004306005,0.02560776],"category_scores_gemma":[0.6271302,0.005959563,0.04476501,0.03121059,0.002696437,0.01209882,0.01226597,0.00508258,0.002671462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009692851,"about_ca_system_score_gemma":0.03766673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606465,"about_ca_topic_score_gemma":0.007226586,"domain_scores_codex":[0.6403344,0.2023628,0.1168972,0.01477295,0.02376372,0.001868909],"domain_scores_gemma":[0.3194178,0.5588449,0.0609903,0.0216878,0.03655374,0.002505346],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001885601,0.0001114175,0.004129113,0.748889,0.07572357,0.0002150783,0.00155898,0.001588716,0.000612194,0.006696755,0.01345647,0.1451331],"study_design_scores_gemma":[0.01135528,0.001275803,0.01416432,0.5238264,0.3034394,0.0006519264,0.001767483,0.007074897,0.002540881,0.02913273,0.1040215,0.0007493118],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01412487,0.2999712,0.2911157,0.01490414,0.004903617,0.294689,0.05411145,0.01261819,0.01356168],"genre_scores_gemma":[0.03902118,0.03714158,0.6074348,0.002359773,0.0004209295,0.3067264,0.005235778,0.0006746616,0.0009848526],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7077801,"threshold_uncertainty_score":0.8728188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2718963400774034,"score_gpt":0.4456997640660088,"score_spread":0.1738034239886053,"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."}}