{"id":"W7133104848","doi":"","title":"Quality of Evidence of Recalled Medical Devices Associated with Serious Health Risks: A Scoping Review","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quality (philosophy); Subject (documents); Recall; Medical device; Sample (material); MEDLINE; Health care","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":[0.04090664,0.001494834,0.007417748,0.02680694,0.001117524,0.007558275,0.002431368,0.003498279,0.003989113],"category_scores_gemma":[0.2246672,0.001827238,0.008684262,0.02144763,0.002251418,0.004227796,0.002882905,0.002197727,0.000459189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007651506,"about_ca_system_score_gemma":0.01716346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113317,"about_ca_topic_score_gemma":0.02178409,"domain_scores_codex":[0.9608625,0.01064906,0.01884636,0.00177264,0.007295881,0.0005736157],"domain_scores_gemma":[0.7282597,0.2080282,0.03966183,0.002806457,0.02010023,0.001143496],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002284128,0.00003472986,0.003272224,0.9043284,0.009902793,0.0001252495,0.000631834,0.0001445172,0.0001475007,0.0004541436,0.001783916,0.07894625],"study_design_scores_gemma":[0.00005421781,0.00007242349,0.003218476,0.9674169,0.02037189,0.0001963438,0.0003373494,0.00004936296,0.0001082902,0.0002933037,0.007859577,0.00002178184],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001454013,0.9964194,0.0001980951,0.0007326403,0.0001823746,0.0002802859,0.0002927145,0.000006454017,0.0004339688],"genre_scores_gemma":[0.0173593,0.9803141,0.0007337617,0.000608822,0.0001258734,0.0004159541,0.0003499995,0.000009168662,0.00008300297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9590933,"threshold_uncertainty_score":0.2163376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886520103156583,"score_gpt":0.4794721059669244,"score_spread":0.2908200956512661,"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."}}