{"id":"W4321385833","doi":"10.2196/38491","title":"Contraceptive Access and Use Among Undergraduate and Graduate Students During COVID-19: Online Survey Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Georgia Clinical and Translational Science Alliance","keywords":"Lesbian; Medicine; Sexual orientation; Family medicine; Religiosity; Ethnic group; College health; Demography; Pandemic; Transgender; Reproductive health; Population; Psychology; Gerontology; Coronavirus disease 2019 (COVID-19); Social psychology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004624953,0.0002197189,0.0004452784,0.0007062072,0.0008012831,0.0003171804,0.0001878015,0.00008411875,0.00001257085],"category_scores_gemma":[0.002266443,0.0001785123,0.00003565432,0.001280286,0.0004930478,0.001141899,0.0005629279,0.0008641573,0.00003841956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814997,"about_ca_system_score_gemma":0.0002104357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370236,"about_ca_topic_score_gemma":0.001695959,"domain_scores_codex":[0.9953204,0.001452823,0.0004415359,0.0006353361,0.001379921,0.0007699447],"domain_scores_gemma":[0.9969819,0.0009431384,0.0001248542,0.0003799779,0.0007619661,0.0008082316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001532282,0.0007272882,0.9827829,0.0003634783,0.0001359293,0.0001042234,0.01166086,0.000004318496,0.000101828,0.00001772492,0.0010017,0.00156745],"study_design_scores_gemma":[0.004965221,0.001095249,0.9829038,0.00008055004,0.00001730275,0.00001806238,0.01004939,0.0003331072,0.00004057126,0.0002822167,0.00006117479,0.0001533022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931242,0.00005245489,0.00002381152,0.002684715,0.00007840883,0.003786862,0.00009311647,0.0001227744,0.00003359103],"genre_scores_gemma":[0.9973666,0.0008747496,0.000005286992,0.0001025257,0.0001092292,0.0003725968,0.0001246185,0.00003071034,0.001013703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004242314,"threshold_uncertainty_score":0.7279521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3056563232440392,"score_gpt":0.5450097885480896,"score_spread":0.2393534653040503,"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."}}