{"id":"W6944200716","doi":"10.17605/osf.io/utjmp","title":"Search strategy for scientific and grey literature","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Ranking (information retrieval); MEDLINE; Search engine; Online search; The Internet; Index (typography); Scientific literature","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":[],"category_scores_codex":[0.07134301,0.003966486,0.01696325,0.08506057,0.002591203,0.00631277,0.007813808,0.007967628,0.1910566],"category_scores_gemma":[0.162754,0.002714775,0.008257492,0.04632999,0.002616876,0.007766759,0.008668722,0.004473695,0.03031632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01159592,"about_ca_system_score_gemma":0.04135102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008011543,"about_ca_topic_score_gemma":0.009140663,"domain_scores_codex":[0.9213258,0.02737469,0.03903189,0.003507638,0.007189724,0.001570198],"domain_scores_gemma":[0.867409,0.07819016,0.01670281,0.00549816,0.0295826,0.002617283],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001737164,0.0001996717,0.0005126408,0.7043968,0.00143859,0.0006291765,0.002243661,0.0008114973,0.0008411704,0.007899676,0.1681217,0.1111683],"study_design_scores_gemma":[0.003738326,0.0006227422,0.002260593,0.4709615,0.003940676,0.0004900676,0.001689338,0.001348973,0.0008244818,0.0126543,0.5011478,0.0003212529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.002056419,0.02368717,0.02204174,0.005604996,0.001729924,0.7810086,0.1385805,0.001744474,0.02354613],"genre_scores_gemma":[0.003871729,0.01616313,0.04187372,0.002878273,0.0003756474,0.903584,0.02428493,0.0004685097,0.006499999],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.928657,"threshold_uncertainty_score":0.6391481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.421863842933611,"score_gpt":0.4584035493803237,"score_spread":0.03653970644671273,"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."}}