{"id":"W2788728681","doi":"10.1186/s13643-018-0699-4","title":"Registration of systematic reviews in PROSPERO: 30,000 records and counting","year":2018,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":506,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Family medicine","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":[0.3049096,0.003853824,0.01757679,0.07254819,0.003691755,0.01372457,0.007653718,0.007554445,0.03746687],"category_scores_gemma":[0.6269668,0.006705883,0.01083053,0.07926214,0.00423836,0.01748623,0.01432668,0.008918209,0.02185881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00802092,"about_ca_system_score_gemma":0.0661325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006103608,"about_ca_topic_score_gemma":0.009061547,"domain_scores_codex":[0.4000108,0.1725723,0.3270741,0.02060436,0.074383,0.005355457],"domain_scores_gemma":[0.3632734,0.2174072,0.1418847,0.08140537,0.1848751,0.01115415],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001811852,0.000233636,0.01389072,0.4352681,0.004028591,0.0003135847,0.003381853,0.0008727484,0.001015322,0.01239835,0.3703171,0.1564683],"study_design_scores_gemma":[0.005403712,0.0005897438,0.05183221,0.2250175,0.003942359,0.0009398454,0.001991897,0.002717709,0.001351319,0.0174372,0.6879196,0.0008568647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.01259373,0.05492837,0.03773597,0.01968647,0.01208633,0.2633207,0.5679915,0.005140088,0.02651679],"genre_scores_gemma":[0.03313112,0.0328741,0.1716372,0.004253099,0.00202719,0.5975175,0.1508786,0.001819401,0.005861828],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6950904,"threshold_uncertainty_score":0.8571702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7628381424790719,"score_gpt":0.5418429527534222,"score_spread":0.2209951897256497,"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."}}