{"id":"W2060844332","doi":"10.1503/cmaj.131672","title":"Less is more: improving outcomes and cutting costs to Quebec’s assisted reproduction program","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reproduction; Jurisdiction; Assisted reproductive technology; Intervention (counseling); Medicine; Family medicine; Nursing; Political science; Pregnancy; Biology; Law; Ecology; Infertility","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00470516,0.0004608824,0.0003633799,0.001391276,0.004763324,0.00353548,0.002053448,0.001656878,0.02334881],"category_scores_gemma":[0.01913659,0.0002047256,0.0006362655,0.001861624,0.001705292,0.001709422,0.003032437,0.00225473,0.0008929653],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03735159,"about_ca_system_score_gemma":0.1204298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9234934,"about_ca_topic_score_gemma":0.9718466,"domain_scores_codex":[0.9960365,0.001317759,0.00009868675,0.0001511016,0.001068175,0.001327903],"domain_scores_gemma":[0.9822364,0.00209674,0.00116809,0.0004857363,0.004988885,0.009024167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003190842,0.0006085171,0.05634695,0.0003535789,0.000115094,0.0003466934,0.001000615,0.001160824,0.000371061,0.02150918,0.5295601,0.3883083],"study_design_scores_gemma":[0.0007605185,0.000922739,0.4712104,0.003293397,0.0003026597,0.0005989139,0.006233026,0.003960568,0.0006183962,0.01686553,0.495008,0.0002258261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1016641,0.0124886,0.004127929,0.7181141,0.003867305,0.0005984235,0.004650697,0.00059352,0.1538953],"genre_scores_gemma":[0.7776383,0.01337185,0.01001843,0.1276024,0.00218334,0.0007386121,0.003274465,0.0002579619,0.06491466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9626484,"threshold_uncertainty_score":0.271006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0099197203872607,"score_gpt":0.2744957777826986,"score_spread":0.2645760573954379,"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."}}