{"id":"W3195623800","doi":"10.1136/bmjopen-2021-051361","title":"Towards a global framework for assessing male involvement in maternal health: results of an international Delphi study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; Vlaamse Interuniversitaire Raad","keywords":"Medicine; Delphi method; Empowerment; Context (archaeology); Inclusion (mineral); Applied psychology; Medical education; Social psychology; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00198037,0.00009502831,0.0003095819,0.00006536761,0.00003423345,0.0001137986,0.0002347538,0.00004649709,0.0000823123],"category_scores_gemma":[0.001599298,0.00009140863,0.00004109333,0.0002421408,0.00001515446,0.0003197638,0.0002363812,0.00009874393,0.000002292928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005486317,"about_ca_system_score_gemma":0.001283703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444813,"about_ca_topic_score_gemma":0.001364263,"domain_scores_codex":[0.9982873,0.0001264367,0.0005891045,0.0003924584,0.000427723,0.0001769986],"domain_scores_gemma":[0.9988409,0.00004443237,0.0002525326,0.0005330531,0.0002273261,0.000101736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006328857,0.003742408,0.8920342,0.0004640603,0.0001920575,0.0002436606,0.003954328,0.0001591708,0.0005469941,0.001032899,0.0007945439,0.09050681],"study_design_scores_gemma":[0.006091702,0.000869339,0.9836098,0.000787113,0.00002301738,0.0001026417,0.004381912,0.000534347,0.0009737473,0.001563145,0.0009574039,0.0001058103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719874,0.00001746477,0.00240851,0.01837442,0.0005363927,0.005831985,0.00008253214,0.00001427082,0.0007470343],"genre_scores_gemma":[0.9615669,0.000003502101,0.03603555,0.00153788,0.0002765971,0.0003172566,0.00009015521,0.00001151507,0.0001606607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09157561,"threshold_uncertainty_score":0.6719257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2237107316558462,"score_gpt":0.5525527329925602,"score_spread":0.3288420013367141,"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."}}