{"id":"W4402045937","doi":"10.1111/andr.13749","title":"Fertility services for gay men: A website content analysis of US fertility clinics and sperm banks","year":2024,"lang":"en","type":"article","venue":"Andrology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fertility; Fertility clinic; Sperm bank; Content analysis; Sperm; Demography; Andrology; Sociology; Medicine; Population; Social science","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":[0.002888532,0.0001613094,0.0002963925,0.005427669,0.000664655,0.001506843,0.0003690114,0.00039001,0.001580251],"category_scores_gemma":[0.01102664,0.0001737601,0.0005015666,0.005424064,0.0005599826,0.001168585,0.001471935,0.0003738835,0.0001847192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129558,"about_ca_system_score_gemma":0.001675287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008151957,"about_ca_topic_score_gemma":0.01179599,"domain_scores_codex":[0.9985657,0.0005475078,0.0002580686,0.0001207854,0.000361397,0.0001464707],"domain_scores_gemma":[0.9875706,0.006718621,0.003164179,0.0002455859,0.001728395,0.0005726687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001240334,0.0001733126,0.958774,0.0002840664,0.0000540937,0.0002404622,0.02433668,0.00005942894,0.0004981584,0.0001655131,0.0005937968,0.01469654],"study_design_scores_gemma":[0.000004988974,0.0000709791,0.9652063,0.0001155857,0.00002914496,0.0001768722,0.03280412,0.0003929315,0.000120408,0.0000358563,0.001034511,0.000008218503],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985672,0.00007701595,0.00008853549,0.00005724818,0.000001817217,0.00006679619,0.0006494708,0.000004242884,0.0004876204],"genre_scores_gemma":[0.9971865,0.0002166933,0.00071701,0.00005060014,0.00000578532,0.000149241,0.00144683,0.00000689647,0.0002203549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008151957,"threshold_uncertainty_score":0.01620901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07577872427523953,"score_gpt":0.3758165975646872,"score_spread":0.3000378732894477,"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."}}