{"id":"W4238372692","doi":"10.1016/s1701-2163(16)30632-6","title":"RETIRED: Number of Births to Maintain Competence","year":2002,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Competence (human resources); Family medicine; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000679431,0.0001739613,0.0002461427,0.001659441,0.0006280683,0.0005753675,0.001059632,0.0005113049,0.01254682],"category_scores_gemma":[0.006062425,0.0001350788,0.0003874674,0.001210973,0.0002379094,0.0004314762,0.0005383849,0.0009423452,0.002169237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108335,"about_ca_system_score_gemma":0.002842288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1386318,"about_ca_topic_score_gemma":0.2432555,"domain_scores_codex":[0.9993896,0.00009476207,0.00006368628,0.00004496069,0.0001882122,0.0002186298],"domain_scores_gemma":[0.9962167,0.0004309771,0.0008940573,0.0001196898,0.0008777045,0.00146084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002459878,0.0001469646,0.9473307,0.0001258256,0.00007375651,0.0002672161,0.0005696005,0.0004009999,0.0002934051,0.0004557836,0.01506391,0.03502581],"study_design_scores_gemma":[0.000009512245,0.00007969201,0.9946002,0.00002769627,0.00001872966,0.0004752731,0.0003971002,0.0002096899,0.000084759,0.00006563669,0.004021124,0.00001065146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463419,0.002413865,0.0006422246,0.002403489,0.0002141916,0.00009110744,0.02314451,0.0002071978,0.02454155],"genre_scores_gemma":[0.9812522,0.000895627,0.0005788258,0.0003952289,0.000071699,0.00004793848,0.004612558,0.00002911606,0.01211683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386318,"threshold_uncertainty_score":0.2756498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359760795985156,"score_gpt":0.2383349668509131,"score_spread":0.2247373588910615,"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."}}