{"id":"W4411656757","doi":"10.51847/9hcxyjx9un","title":"10.51847/9hCXYjx9UN","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childbirth; Obstetrics; Psychology; Medicine; Pregnancy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009040199,0.0001124275,0.0001937229,0.0001002652,0.0006161366,0.000009244718,0.0002410068,0.0001526679,0.9986295],"category_scores_gemma":[0.0002260436,0.0001000992,0.00003877686,0.0003038601,0.00002682723,0.00005845658,0.00006182105,0.0005220816,0.9989086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048182,"about_ca_system_score_gemma":0.0003821768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002543571,"about_ca_topic_score_gemma":0.00000118669,"domain_scores_codex":[0.9978306,0.0003682454,0.0003351488,0.0002451771,0.0002927741,0.0009279982],"domain_scores_gemma":[0.9984168,0.0004225564,0.00002860337,0.0003868582,0.0000934903,0.0006516575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001200114,0.0000256234,0.00001139148,0.00005393994,0.000003873844,0.000004419047,0.00009971984,0.000004630512,0.00001800951,0.000004275949,0.3072787,0.6923754],"study_design_scores_gemma":[0.0003292002,0.0001279148,0.0005852039,0.00006757437,0.000002886429,7.680661e-7,0.000005552078,0.00009332283,0.000002757406,0.000007856183,0.9986693,0.0001076264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0053198,0.00004940687,6.973901e-7,0.004008211,0.000008165109,0.0006673179,0.00001575986,0.0001816309,0.989749],"genre_scores_gemma":[0.0007127144,0.000001917496,0.00007694975,0.001280116,0.0004289989,0.0001236136,0.00001690932,0.00003103231,0.9973277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6922678,"threshold_uncertainty_score":0.4738887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392866735260531,"score_gpt":0.3775450487719571,"score_spread":0.3436163814193518,"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."}}