{"id":"W7100141130","doi":"","title":"DEPARTEMENT D'OBSTETRIQUE ET GYNECOLOGIE","year":2010,"lang":"en","type":"article","venue":"","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Data collection; Test (biology)","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":[0.003005324,0.0005976622,0.0006233506,0.002162574,0.003453944,0.002692124,0.001084,0.00214401,0.09562175],"category_scores_gemma":[0.01265936,0.0004725791,0.0004721667,0.0008835235,0.001837043,0.0009445251,0.002560163,0.004040755,0.01419233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101001,"about_ca_system_score_gemma":0.02460527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04959798,"about_ca_topic_score_gemma":0.07973002,"domain_scores_codex":[0.9978271,0.0005494427,0.0001091389,0.0002747707,0.0006767961,0.0005626435],"domain_scores_gemma":[0.9770497,0.0035552,0.001357312,0.0003898767,0.00333937,0.01430847],"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":[0.001521437,0.0009037259,0.09262176,0.001639683,0.00007360961,0.001690209,0.004805756,0.000806749,0.003632338,0.03757853,0.5037023,0.3510239],"study_design_scores_gemma":[0.0001586801,0.0004059102,0.1437516,0.0007855741,0.00002402264,0.001687789,0.002499574,0.0006265073,0.002291618,0.003291391,0.8444206,0.00005670814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1332058,0.06042411,0.005465463,0.4618567,0.03607262,0.0007325056,0.005358238,0.001030107,0.2958544],"genre_scores_gemma":[0.2386951,0.02458657,0.00621506,0.01328836,0.008545663,0.0003823957,0.0007938339,0.0002529997,0.70724],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9043782,"threshold_uncertainty_score":0.3198866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2964041847203907,"score_gpt":0.5522271840910353,"score_spread":0.2558229993706447,"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."}}