{"id":"W4311978582","doi":"10.1111/jmwh.13434","title":"Systematic Reviews to Inform Practice, November/December 2022","year":2022,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0159078,0.0002366967,0.001532888,0.0007112186,0.0003526488,0.00003726484,0.0002411843,0.00004238061,0.001348661],"category_scores_gemma":[0.007890507,0.0001871228,0.0002613139,0.00139588,0.00001891297,0.0004587708,0.0001503459,0.001022645,0.0001532618],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005637761,"about_ca_system_score_gemma":0.002547063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004161323,"about_ca_topic_score_gemma":0.000008370875,"domain_scores_codex":[0.9942023,0.0008449315,0.002510156,0.0002651536,0.001576946,0.0006005291],"domain_scores_gemma":[0.9945967,0.0005199797,0.002760548,0.0007405636,0.0004571527,0.0009251116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009465943,0.004246648,0.002088503,0.1120942,0.001470935,0.0008074233,0.05342168,0.001128409,0.002380555,0.0004555222,0.7736314,0.03880874],"study_design_scores_gemma":[0.001634855,0.005288866,0.001384512,0.002525543,0.0001523334,0.009121681,0.007135566,0.00002030188,0.00002218207,0.0000474345,0.9724654,0.000201317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6284389,0.02827541,0.0007323346,0.3197813,0.006215933,0.01094804,0.0000309668,0.0001207285,0.005456293],"genre_scores_gemma":[0.48817,0.01095252,0.008711007,0.4512704,0.004792553,0.001324667,0.00002725555,0.0002930799,0.03445847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.198834,"threshold_uncertainty_score":0.9995642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0515632584804538,"score_gpt":0.4043653877581013,"score_spread":0.3528021292776475,"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."}}