{"id":"W2124608202","doi":"10.1093/humrep/dem046","title":"International estimates of infertility prevalence and treatment-seeking: potential need and demand for infertility medical care","year":2007,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2483,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Infertility; Demography; Population; Fertility; Medicine; Prevalence; Developed country; Gynecology; Environmental health; Pregnancy; Biology","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":[0.003081581,0.0002626782,0.0004237129,0.005933381,0.0001431675,0.001039859,0.0005518237,0.0004048134,0.003556127],"category_scores_gemma":[0.00959543,0.0002277537,0.0005476043,0.005328266,0.0004573992,0.0009121377,0.0004724499,0.0003291668,0.000436979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486163,"about_ca_system_score_gemma":0.0004852023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068665,"about_ca_topic_score_gemma":0.003844128,"domain_scores_codex":[0.9981551,0.0007331711,0.0003188164,0.0001882435,0.0005199078,0.00008483874],"domain_scores_gemma":[0.992562,0.003549448,0.002012454,0.0001777385,0.001532956,0.0001653627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269196,0.00002358526,0.7849894,0.005547232,0.0006185558,0.0001173056,0.0007367118,0.0008448702,0.0003696532,0.001305578,0.008387325,0.1969328],"study_design_scores_gemma":[0.00001029713,0.0001128466,0.9559053,0.002495224,0.0004202077,0.001552278,0.001632931,0.0005031007,0.000297325,0.0006505754,0.03638878,0.00003112581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.425565,0.476647,0.008528212,0.009544851,0.0004328138,0.0001973042,0.02358828,0.0002713793,0.05522519],"genre_scores_gemma":[0.85035,0.1334064,0.005796543,0.0006808153,0.0006902889,0.0001376486,0.008039882,0.00002669062,0.0008717551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005933381,"threshold_uncertainty_score":0.0162971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343471300701586,"score_gpt":0.3582338036803827,"score_spread":0.3247990906733669,"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."}}