{"id":"W3197834269","doi":"10.21203/rs.3.rs-845804/v1","title":"Critical Time Intervention to Facilitate Exiting Sex Work: Lessons Learned From a Fidelity Assessment","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Toronto","funders":"Public Safety Canada","keywords":"Fidelity; Intervention (counseling); Work (physics); Psychology; Computer science; Engineering; Telecommunications; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06811701,0.0008358824,0.0008198489,0.001971972,0.001646154,0.002205327,0.003239823,0.001016216,0.001762335],"category_scores_gemma":[0.1268903,0.0004745502,0.001417959,0.0009149949,0.001619034,0.002733552,0.00390991,0.002448089,0.0002044853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003550543,"about_ca_system_score_gemma":0.00917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030226,"about_ca_topic_score_gemma":0.01270829,"domain_scores_codex":[0.9469044,0.04053415,0.002693699,0.00110534,0.007309185,0.001453275],"domain_scores_gemma":[0.9183171,0.05584944,0.003451902,0.007164185,0.01258016,0.002637276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003832389,0.004329648,0.03602716,0.001574457,0.0001850145,0.0005396447,0.03244922,0.003207687,0.001455514,0.002939704,0.003716855,0.9131918],"study_design_scores_gemma":[0.00364549,0.04943182,0.4115201,0.04874324,0.002725808,0.009554008,0.1126988,0.1310913,0.04436021,0.02796934,0.1564825,0.001777359],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6303756,0.002648672,0.3078628,0.009545243,0.0007163327,0.02480187,0.0003573572,0.00103127,0.02266095],"genre_scores_gemma":[0.6436497,0.00158379,0.3441118,0.0005985835,0.00008801238,0.008326899,0.0002222202,0.0001207564,0.001298238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06811701,"threshold_uncertainty_score":0.3602415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3159095500365796,"score_gpt":0.5388570924795412,"score_spread":0.2229475424429616,"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."}}