{"id":"W6885848485","doi":"10.1371/journal.pone.0307795.s001","title":"Search strategy.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Health care; Context (archaeology); Systematic review; MEDLINE; Work (physics); Psychological intervention; Gerontological nursing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01855871,0.004023571,0.01432685,0.04248628,0.00248997,0.007921035,0.006757076,0.006186956,0.3542557],"category_scores_gemma":[0.05301324,0.002351982,0.007037449,0.03595407,0.001883797,0.006991294,0.007280219,0.003375062,0.06004646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550823,"about_ca_system_score_gemma":0.03953075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689852,"about_ca_topic_score_gemma":0.01861921,"domain_scores_codex":[0.984259,0.004601336,0.006666669,0.0016029,0.001947228,0.0009229002],"domain_scores_gemma":[0.9778041,0.01292988,0.002868448,0.0009031861,0.00459715,0.0008972581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009705382,0.00007958899,0.0003408735,0.8232502,0.0007324345,0.0003722015,0.0008676852,0.0002798028,0.0003046823,0.004415061,0.1102851,0.0581019],"study_design_scores_gemma":[0.00214531,0.0003453742,0.001521628,0.5668823,0.002477893,0.0003425133,0.001630956,0.0002796305,0.0003379562,0.004824259,0.4190906,0.0001215427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.002401731,0.07429852,0.008327652,0.006908687,0.002369661,0.4560891,0.3815226,0.00131699,0.06676506],"genre_scores_gemma":[0.005813528,0.0599292,0.01603215,0.007375542,0.0003444508,0.8433278,0.03999285,0.0005236977,0.02666085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6457443,"threshold_uncertainty_score":0.9210759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.214784409141766,"score_gpt":0.5230718049476712,"score_spread":0.3082873958059053,"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."}}