{"id":"W4318815994","doi":"10.1016/j.jclinepi.2023.01.008","title":"Conceptualizing the reporting of living systematic reviews","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Systematic review; Medicine; MEDLINE; Political science","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":[0.7423502,0.004749039,0.01464297,0.02820174,0.005057555,0.03299781,0.01865101,0.01779703,0.005760913],"category_scores_gemma":[0.9204795,0.007488494,0.01505603,0.02788113,0.04274626,0.0438901,0.02659927,0.0172968,0.001083913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02219533,"about_ca_system_score_gemma":0.04853879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006477372,"about_ca_topic_score_gemma":0.005229104,"domain_scores_codex":[0.06022597,0.804789,0.1007427,0.009993085,0.02300612,0.001243087],"domain_scores_gemma":[0.0244642,0.8918348,0.04460774,0.02090365,0.0171242,0.00106537],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006943981,0.0001238628,0.007789501,0.09944433,0.01648541,0.000385689,0.01226458,0.006846124,0.0003554982,0.6602926,0.01424622,0.1810718],"study_design_scores_gemma":[0.0007041271,0.0004126977,0.001663176,0.08726414,0.009695484,0.0008230832,0.002552816,0.007934801,0.0007188781,0.8527984,0.03505869,0.0003736669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006280341,0.2352682,0.5567331,0.1694101,0.007233176,0.006626407,0.002418673,0.0005721373,0.01545778],"genre_scores_gemma":[0.1873221,0.0829651,0.6671286,0.03089343,0.006673121,0.02195784,0.001692027,0.0002541546,0.001113565],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2576498,"threshold_uncertainty_score":0.3177281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.990410121264664,"score_gpt":0.7777321611367153,"score_spread":0.2126779601279487,"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."}}