{"id":"W2129345555","doi":"10.12927/cjnl.2005.17031","title":"Problems with Medical Devices May Be Severely Under-Reported","year":2005,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Nursing; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003306278,0.0002018825,0.000345001,0.001111641,0.0007767903,0.001077609,0.0004509885,0.0004249737,0.002251635],"category_scores_gemma":[0.03835156,0.000252784,0.0003414312,0.001012426,0.0007312723,0.0009925606,0.001022217,0.0004979764,0.0003933383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381571,"about_ca_system_score_gemma":0.001876441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04233684,"about_ca_topic_score_gemma":0.06892128,"domain_scores_codex":[0.9934931,0.002036592,0.001093978,0.0003636209,0.002460847,0.0005518058],"domain_scores_gemma":[0.9499958,0.01090968,0.03023665,0.001361601,0.006013116,0.0014832],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000804135,0.00008815411,0.9491369,0.0002327723,0.0000371554,0.0004845863,0.006418678,0.00006918175,0.0006859766,0.0001064476,0.001608451,0.04105125],"study_design_scores_gemma":[0.000003828302,0.0001825751,0.9863338,0.0001715367,0.00002013044,0.001618966,0.007677084,0.0001450332,0.0003420226,0.00005871429,0.00342557,0.00002071071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897467,0.0009817604,0.0006224119,0.001327823,0.00003584576,0.0000445346,0.0003533716,0.00002640612,0.006861127],"genre_scores_gemma":[0.9965165,0.00102354,0.0007446112,0.0005604575,0.00003439722,0.0000239013,0.0002095832,0.000006878198,0.0008801337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.999575,"threshold_uncertainty_score":0.08418077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127689696939431,"score_gpt":0.2677542372855064,"score_spread":0.1400645403460754,"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."}}