{"id":"W6977561569","doi":"10.6084/m9.figshare.26986159","title":"Additional file 1 of Health worker education during the COVID-19 pandemic: global disruption, responses and lessons for the future—a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Argentine historical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Statistical analysis; Data collection; Data file; Information system","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":[],"category_scores_codex":[0.004538104,0.001558213,0.003298731,0.006745053,0.0007167172,0.001603962,0.001843941,0.001387739,0.7918996],"category_scores_gemma":[0.04821727,0.0008973159,0.003517475,0.009475978,0.0003929905,0.003014199,0.001276132,0.0008914924,0.0327792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331334,"about_ca_system_score_gemma":0.005096942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006595225,"about_ca_topic_score_gemma":0.01714611,"domain_scores_codex":[0.9982438,0.000432688,0.000645139,0.0002734166,0.0002617645,0.0001432162],"domain_scores_gemma":[0.9643964,0.02830924,0.003895499,0.0007437675,0.00228819,0.0003669864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001727,0.00009692622,0.002076636,0.635813,0.002132184,0.0001292491,0.0002194924,0.0008020923,0.0002040199,0.002205103,0.3333056,0.02128875],"study_design_scores_gemma":[0.03117779,0.001175169,0.04169128,0.3161736,0.01817423,0.0009358024,0.0009548006,0.002976448,0.001068476,0.01628965,0.5689399,0.0004428453],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0004972556,0.001381948,0.0004886347,0.0003453077,0.00007252124,0.001901889,0.9938653,0.000174657,0.001272399],"genre_scores_gemma":[0.0352753,0.01004207,0.02254171,0.003827703,0.0005950606,0.1233063,0.7664213,0.00103897,0.03695159],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7918996,"threshold_uncertainty_score":0.29683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009493673258758,"score_gpt":0.4343548716795139,"score_spread":0.2334055043536382,"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."}}