{"id":"W3037449640","doi":"10.2196/19100","title":"Design and Implementation of a Multilevel Intervention to Reduce Hepatitis C Transmission Among Men Who Have Sex With Men in Amsterdam: Co-Creation and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag; Gilead Sciences","keywords":"Psychological intervention; Medicine; Stakeholder; Population; Usability; Intervention (counseling); Context (archaeology); Environmental health; Nursing; Political science; Computer science; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01360638,0.0007393221,0.0009403456,0.0008995411,0.001993244,0.00165836,0.001531383,0.001067874,0.004442677],"category_scores_gemma":[0.01803529,0.0006240493,0.001141294,0.000476058,0.001251691,0.001348152,0.0037859,0.001221262,0.0003837704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002956799,"about_ca_system_score_gemma":0.005703511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005279686,"about_ca_topic_score_gemma":0.007465027,"domain_scores_codex":[0.9870496,0.009396793,0.0006526398,0.0009932837,0.0007544993,0.001153108],"domain_scores_gemma":[0.9891695,0.006078619,0.0008234463,0.0009331127,0.00131219,0.001683044],"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":[0.00726268,0.1170252,0.08612034,0.007848176,0.001048137,0.00129836,0.1534367,0.004458681,0.0132672,0.003548605,0.005654477,0.5990315],"study_design_scores_gemma":[0.02954818,0.2512508,0.3899756,0.004660857,0.003104152,0.0006530235,0.1770527,0.02055879,0.02015955,0.004687988,0.09782609,0.0005221703],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747925,0.0001605283,0.005761049,0.000482544,0.00006396613,0.0139004,0.0001788453,0.0001583295,0.004501826],"genre_scores_gemma":[0.9182074,0.000324975,0.04372114,0.0003518029,0.00004366697,0.03431938,0.0002653057,0.00006031584,0.002705941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360638,"threshold_uncertainty_score":0.0719583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08051285390381901,"score_gpt":0.4744632182896619,"score_spread":0.3939503643858429,"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."}}