{"id":"W6887659206","doi":"10.17605/osf.io/3j2dn","title":"Librarian involvement in systematic reviews and quality of reported search strategies: evidence from Vancouver, BC","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Quality (philosophy); Quality assessment; Quality of evidence; Documentation; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2097623,0.0009001048,0.006587035,0.02986087,0.004551454,0.01844294,0.004083093,0.003053138,0.047704],"category_scores_gemma":[0.6666158,0.002520848,0.003224257,0.06299805,0.002642737,0.008009584,0.007397274,0.002646859,0.005398009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03704824,"about_ca_system_score_gemma":0.1351572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4829304,"about_ca_topic_score_gemma":0.7153774,"domain_scores_codex":[0.6176804,0.20966,0.1087685,0.007925909,0.05068873,0.005276547],"domain_scores_gemma":[0.2596708,0.4843102,0.06830961,0.02525379,0.1514846,0.01097106],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003617188,0.0002076118,0.05551311,0.3433289,0.008186355,0.0002158786,0.01039715,0.0002127223,0.0003332616,0.002862992,0.1645438,0.410581],"study_design_scores_gemma":[0.00382359,0.0003843971,0.1381502,0.6302429,0.01545305,0.0005759103,0.008235033,0.0004943321,0.0005346417,0.001539,0.2002304,0.0003364687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03189496,0.8027088,0.00365647,0.04037113,0.002054202,0.007938995,0.04658747,0.0005400038,0.06424797],"genre_scores_gemma":[0.3713712,0.5320156,0.01834607,0.01802431,0.000736008,0.01686063,0.0266185,0.0008517982,0.01517579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7902377,"threshold_uncertainty_score":0.9745037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3747049371852012,"score_gpt":0.4876025352965377,"score_spread":0.1128975981113365,"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."}}