{"id":"W4387396242","doi":"10.1016/j.fertnstert.2023.08.727","title":"HOW SHOULD WE MEET THE INCREASING NEED FOR FERTILITY SERVICES?","year":2023,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reproductive medicine; Family medicine; Reproductive endocrinology and infertility; Fertility; Fertility clinic; Curriculum; Quarter (Canadian coin); Gynecology; Medical education; Demography; Psychology; Population; Environmental health; Pregnancy; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.01209376,0.0007604199,0.001363456,0.001617929,0.005320575,0.008201827,0.002147858,0.02354723,0.03180425],"category_scores_gemma":[0.06453358,0.000507354,0.001281264,0.001343675,0.005405344,0.01804484,0.005636547,0.02501117,0.009394321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004219793,"about_ca_system_score_gemma":0.02331652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024055,"about_ca_topic_score_gemma":0.02036721,"domain_scores_codex":[0.9921972,0.003169704,0.0004416163,0.0004622895,0.002076777,0.001652326],"domain_scores_gemma":[0.9436413,0.01719725,0.004353045,0.0009838754,0.01057774,0.02324672],"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":[0.0001217222,0.0004496135,0.008331335,0.001270442,0.0001589989,0.0009463959,0.001651631,0.0004193601,0.0006576749,0.02595985,0.7945803,0.1654527],"study_design_scores_gemma":[0.0001614808,0.0002691749,0.01516558,0.003702362,0.000130546,0.001598377,0.01396573,0.0004630636,0.0002550108,0.05883818,0.905252,0.0001985096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005898963,0.006294399,0.0002454316,0.9860161,0.004515645,0.000006196739,0.00003506352,0.00002824821,0.002269077],"genre_scores_gemma":[0.03984366,0.05020378,0.002999745,0.8618891,0.03656149,0.0001272086,0.0001951487,0.0001284506,0.008051421],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03180425,"threshold_uncertainty_score":0.1063958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012746958510527,"score_gpt":0.3376017862678101,"score_spread":0.2363270904167574,"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."}}