{"id":"W3118633560","doi":"10.1053/j.jvca.2021.01.005","title":"Appropriate Clinical Trial Registration Is the Key to Transparent Reporting and Publication","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Clinical trial; Medicine; Trial registration; Protocol (science); Food and drug administration; Investigational device exemption; Medical physics; Alternative medicine; Medical emergency; Pathology","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":["metaresearch"],"category_scores_codex":[0.6834457,0.00427315,0.02164421,0.02313616,0.005883639,0.03345427,0.01421643,0.03665468,0.05127181],"category_scores_gemma":[0.8809452,0.0111409,0.01757532,0.02856764,0.01379557,0.02541567,0.01329038,0.03249203,0.05617592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005775647,"about_ca_system_score_gemma":0.07127821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780045,"about_ca_topic_score_gemma":0.003164747,"domain_scores_codex":[0.157609,0.5310165,0.2242163,0.02443231,0.05806631,0.004659705],"domain_scores_gemma":[0.03827896,0.5369781,0.1016305,0.2112361,0.1037703,0.008106039],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008418057,0.0006807004,0.005681761,0.08363945,0.006932785,0.00146463,0.007597111,0.002147528,0.003284402,0.09131526,0.3991497,0.3896886],"study_design_scores_gemma":[0.01715288,0.0009590287,0.008682767,0.1156744,0.006444156,0.001404549,0.001560487,0.00835776,0.006416171,0.2654271,0.5661431,0.001777635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.004783708,0.02873005,0.5081103,0.1598994,0.08539886,0.1373395,0.02126017,0.009260372,0.0452177],"genre_scores_gemma":[0.05145481,0.0142381,0.6148592,0.03102235,0.02024009,0.2322768,0.009125736,0.004607213,0.02217568],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3165543,"threshold_uncertainty_score":0.3903679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6930683998636986,"score_gpt":0.5469465995419722,"score_spread":0.1461218003217264,"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."}}