{"id":"W4240377472","doi":"10.1111/1471-0528.15168","title":"Insights from outside BJOG","year":2018,"lang":"en","type":"article","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0032088,0.0005250999,0.0009438678,0.002438125,0.001365398,0.007068713,0.001226816,0.005571631,0.1566897],"category_scores_gemma":[0.02052132,0.0004259284,0.0008861616,0.003021101,0.001080169,0.002854861,0.003650042,0.004773156,0.0490549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859781,"about_ca_system_score_gemma":0.007954804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005026365,"about_ca_topic_score_gemma":0.008851969,"domain_scores_codex":[0.9953476,0.001207928,0.0004266359,0.0004242316,0.001766958,0.0008266457],"domain_scores_gemma":[0.9842748,0.003120173,0.001192408,0.0007879632,0.004225366,0.006399406],"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":[0.00007502127,0.00005177749,0.001365653,0.001427121,0.00004963671,0.0002599485,0.0002108937,0.00004284644,0.0001720994,0.004059212,0.8460207,0.1462652],"study_design_scores_gemma":[0.00001670026,0.00001741388,0.001491938,0.001886513,0.0000157158,0.0003393157,0.0002249372,0.00001383498,0.00003591298,0.001463482,0.9944836,0.0000106739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003214752,0.2231226,0.0009574306,0.4079381,0.08766302,0.0001485965,0.005247873,0.0005167383,0.2711908],"genre_scores_gemma":[0.05745216,0.3507188,0.003482042,0.3018054,0.09802779,0.0004125229,0.007995917,0.001271711,0.1788337],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1566897,"threshold_uncertainty_score":0.5241793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301328301015435,"score_gpt":0.3358336579471907,"score_spread":0.3057008278456472,"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."}}