{"id":"W4404837596","doi":"10.2196/57452","title":"Tracking Implementation Outcomes of an Intensive Case Management Program for HIV: Protocol for a Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; Western University","funders":"","keywords":"Psychological intervention; Fidelity; Sustainability; Population; Descriptive statistics; Program evaluation; Monitoring and evaluation; Process management; Medical education; Psychology; Medicine; Computer science; Engineering; Nursing; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.1151695,0.006373525,0.007092542,0.006593956,0.007284893,0.00603984,0.005076154,0.007721339,0.06099901],"category_scores_gemma":[0.08654097,0.003788946,0.007257756,0.006346738,0.004715358,0.004643608,0.003892683,0.009394467,0.01435395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111469,"about_ca_system_score_gemma":0.03699766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312607,"about_ca_topic_score_gemma":0.007720228,"domain_scores_codex":[0.9244971,0.04648092,0.01368393,0.004062925,0.007425305,0.003849891],"domain_scores_gemma":[0.9439468,0.01801385,0.008177572,0.008165828,0.01804213,0.003653742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.141177,0.05521771,0.007538341,0.1221532,0.002596556,0.003681549,0.01960343,0.01697832,0.0121802,0.04634987,0.1224044,0.4501193],"study_design_scores_gemma":[0.242331,0.0651234,0.03002546,0.07989509,0.00167768,0.001028766,0.009862966,0.01492241,0.0164528,0.0326569,0.5046955,0.001328083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002536369,0.00003050865,0.001269126,0.00004505327,0.00004974792,0.9978003,0.0002887073,0.00002061665,0.0002423206],"genre_scores_gemma":[0.0002118681,0.00003049154,0.0022705,0.00003095961,0.000006318588,0.9973301,0.0000521868,0.000002049652,0.00006553961],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1151695,"threshold_uncertainty_score":0.6090816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9015271554770312,"score_gpt":0.8737053880233574,"score_spread":0.02782176745367382,"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."}}