{"id":"W2891329823","doi":"10.32920/22726769.v1","title":"Obstacles to sexual health services for youth: service providers' perspectives","year":2023,"lang":"en","type":"article","venue":"","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Business; Focus group; Service provider; Promotion (chess); Reproductive health; Service (business); Public relations; Medicine; Political science; Environmental health; Marketing; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001183358,0.0002600475,0.0004289215,0.0002451324,0.001732131,0.00001705202,0.0002882545,0.0001472178,0.0001226738],"category_scores_gemma":[0.0001052245,0.0001994098,0.00004710982,0.001032404,0.00003107845,0.0002038345,0.0002486756,0.0003695211,0.001832516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700186,"about_ca_system_score_gemma":0.0007131194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003840866,"about_ca_topic_score_gemma":0.003825379,"domain_scores_codex":[0.9966096,0.000340211,0.0005970889,0.0009159059,0.0003066428,0.001230528],"domain_scores_gemma":[0.997893,0.0003351236,0.0002057496,0.0005185106,0.0005503466,0.0004972332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005507991,0.0004544985,0.02240302,0.01082424,0.00008101766,0.000001869629,0.8875152,0.00008646004,0.0005817019,0.008136824,0.06379053,0.005573769],"study_design_scores_gemma":[0.000795676,0.000410086,0.03739486,0.0002700287,0.000009829971,4.724673e-7,0.9196267,0.0002209803,0.00001781531,0.0005117265,0.04047117,0.0002706602],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7948961,0.0004422843,0.001765747,0.1862716,0.002041973,0.009678668,0.0004768551,0.00213668,0.002290148],"genre_scores_gemma":[0.8551177,0.0001165284,0.003813179,0.06830512,0.00398697,0.001214368,0.0005205682,0.000207101,0.06671845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179664,"threshold_uncertainty_score":0.9995674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1902979801082983,"score_gpt":0.468512123498766,"score_spread":0.2782141433904677,"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."}}