{"id":"W4389801794","doi":"10.1002/jrsm.1696","title":"A study of search strategy availability statements and sharing practices for systematic reviews: Ask and you might receive","year":2023,"lang":"en","type":"article","venue":"Research Synthesis Methods","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Manitoba","funders":"","keywords":"Systematic review; Ask price; Transparency (behavior); Quality (philosophy); Computer science; Data collection; Data science; Information retrieval; Psychology; MEDLINE; Business; Political science; Sociology","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":[0.8661061,0.002863542,0.006229101,0.02524788,0.006431359,0.01822066,0.007876498,0.01158208,0.01601756],"category_scores_gemma":[0.9627902,0.005387896,0.009119737,0.0316083,0.0108616,0.04896801,0.02596834,0.01083216,0.004339583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01904791,"about_ca_system_score_gemma":0.03609907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005187926,"about_ca_topic_score_gemma":0.004806732,"domain_scores_codex":[0.04455724,0.7233189,0.1811276,0.01015526,0.03856557,0.00227556],"domain_scores_gemma":[0.01224333,0.8914285,0.04117234,0.02500131,0.02902429,0.001130095],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01024575,0.001067208,0.04375531,0.1887378,0.009193428,0.0006777512,0.1653565,0.003302573,0.001983993,0.08895703,0.08256171,0.4041609],"study_design_scores_gemma":[0.01518753,0.007984153,0.05271212,0.3285688,0.01891498,0.002456125,0.06561223,0.02898708,0.006185702,0.1454542,0.3251726,0.00276452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1364245,0.05695695,0.4383567,0.168272,0.008998901,0.1216267,0.01866553,0.005696507,0.04500214],"genre_scores_gemma":[0.4263314,0.009536543,0.2798932,0.04181561,0.001161725,0.2331887,0.003948745,0.001930586,0.002193463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1338939,"threshold_uncertainty_score":0.1651151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9639013715567339,"score_gpt":0.7566105992377656,"score_spread":0.2072907723189683,"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."}}