{"id":"W2911100822","doi":"10.1016/j.rbmo.2019.01.002","title":"Regulating ART: time for a re-think in the light of increasing efficacy, safety and efficiency","year":2019,"lang":"en","type":"letter","venue":"Reproductive BioMedicine Online","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Bureaucracy; Expansive; Emotive; Assisted reproductive technology; Political science; Medicine; Law; Sociology; Infertility; Biology; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01010933,0.0007124409,0.001772878,0.0006199704,0.006727445,0.007477466,0.002511519,0.1098557,0.008736456],"category_scores_gemma":[0.04721373,0.0006920637,0.001413722,0.0005547598,0.01071107,0.01035676,0.003851119,0.0949167,0.005436802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006532491,"about_ca_system_score_gemma":0.009703398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005261269,"about_ca_topic_score_gemma":0.01039158,"domain_scores_codex":[0.9887521,0.003932796,0.0009971033,0.00118224,0.003584446,0.00155132],"domain_scores_gemma":[0.965202,0.02428778,0.001434874,0.0009690834,0.003181247,0.004925079],"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":[0.0000537187,0.00006857092,0.0004822315,0.0001004976,0.00001933974,0.001338606,0.0006673142,0.00007552929,0.0003736624,0.01948703,0.9598989,0.01743453],"study_design_scores_gemma":[0.00007995978,0.00005876807,0.0005861534,0.0005742908,0.00002036612,0.00163119,0.001663334,0.0003235016,0.0002292439,0.05099375,0.9437439,0.00009559433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009561039,0.0009013102,0.00006111839,0.9937379,0.004235468,0.000002121664,0.000004280892,0.00000555426,0.0009566676],"genre_scores_gemma":[0.001986477,0.0005098907,0.0001715319,0.9821281,0.01347536,0.00001031694,0.000003523631,0.000009746945,0.001705046],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1098557,"threshold_uncertainty_score":0.05346394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483293411044217,"score_gpt":0.3148059293493576,"score_spread":0.2899729952389154,"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."}}