{"id":"W2961758891","doi":"10.3389/fmed.2019.00157","title":"Canada's Assisted Human Reproduction Act: Pragmatic Reforms in Support of Research","year":2019,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; McGill University; McGill Genome Centre; Université de Montréal; University of Alberta; Simon Fraser University","funders":"Health Canada; Genome Alberta; Government of Alberta; Ottawa Hospital Research Institute; Canadian Institutes of Health Research; Canadian Medical Association; Genome Canada; Alberta Innovates; McGill University; Stem Cell Network; University of Ottawa","keywords":"Reproduction; Human reproduction; Political science; Psychology; Biology; Ecology; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003530077,0.0001249128,0.0007282607,0.001018149,0.00003557483,0.000001604811,0.0001694249,0.0001388704,0.00009313959],"category_scores_gemma":[0.002667646,0.000089835,0.00002109097,0.001320345,0.0003453397,0.00005716393,0.00005052115,0.0007881179,0.000003071941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008568068,"about_ca_system_score_gemma":0.0009172246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.198985,"about_ca_topic_score_gemma":0.05719393,"domain_scores_codex":[0.9974204,0.0001035474,0.0006902667,0.0005296573,0.0008069185,0.0004492259],"domain_scores_gemma":[0.9984492,0.00004688991,0.0001594579,0.001014838,0.0002386562,0.00009097937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003451563,0.0001584132,0.808799,0.001469964,0.00002879513,0.0001151104,0.0004661448,0.000003004843,0.004889263,0.0003867818,0.1650585,0.01827988],"study_design_scores_gemma":[0.003337196,0.001428235,0.9111357,0.0008752813,0.00001818164,0.00006566895,0.004354469,0.00002597303,0.003674791,0.00228921,0.0726711,0.0001242471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436424,0.0009923202,0.00001611366,0.03381508,0.001199076,0.001386124,0.000002447827,0.00004629086,0.01890013],"genre_scores_gemma":[0.9937558,0.0001688333,0.001472754,0.0002409141,0.0001658325,0.00004529708,0.00004965707,0.00001849617,0.004082409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1417911,"threshold_uncertainty_score":0.9600098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217843672079762,"score_gpt":0.3742051863557063,"score_spread":0.3320267496349087,"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."}}