{"id":"W4324309727","doi":"10.1186/s13643-023-02178-5","title":"Mapping reviews, scoping reviews, and evidence and gap maps (EGMs): the same but different— the “Big Picture” review family","year":2023,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":292,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Health and Medical Research Council","keywords":"Medicine; Data 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":[0.2208632,0.002805351,0.007115292,0.03848133,0.004427074,0.02382833,0.005920867,0.011728,0.004567495],"category_scores_gemma":[0.4457703,0.002819581,0.006363152,0.0392974,0.01756032,0.03743533,0.01446002,0.01441482,0.001862536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092317,"about_ca_system_score_gemma":0.03070976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006915663,"about_ca_topic_score_gemma":0.008032869,"domain_scores_codex":[0.7315009,0.1968238,0.03527945,0.008583532,0.02552832,0.002284004],"domain_scores_gemma":[0.5214192,0.3668194,0.02514101,0.02260391,0.06074828,0.003268243],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000239202,0.00003448889,0.001213999,0.09590888,0.002856889,0.000456255,0.01494775,0.001184441,0.0006061755,0.452111,0.1162137,0.3142273],"study_design_scores_gemma":[0.0001369253,0.0001175744,0.0009462681,0.1619424,0.002513356,0.000832192,0.007801774,0.001127755,0.0004658141,0.4516839,0.3721958,0.0002361996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001129847,0.7236504,0.09385286,0.150123,0.01597775,0.001107126,0.0005284086,0.0003572774,0.01327336],"genre_scores_gemma":[0.04000227,0.7147665,0.176366,0.04435675,0.01392211,0.006170618,0.0006227452,0.0003734526,0.003419628],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7791368,"threshold_uncertainty_score":0.9608144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8057005524300686,"score_gpt":0.511763323025558,"score_spread":0.2939372294045105,"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."}}