{"id":"W4407143297","doi":"10.1353/cpr.2024.a948682","title":"ReportNeedles.ca: A Real-time Needle Collection Tool to Foster Community Health Partnerships","year":2024,"lang":"en","type":"article","venue":"Progress in community health partnerships","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm reduction; General partnership; Public health; Community-based participatory research; Harm; Participatory action research; Health care; Psychological intervention; Medicine; Public relations; Business; Community health; Environmental health; Nursing; Political science; Sociology","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06120073,0.0007690712,0.001577137,0.001606175,0.009343581,0.0002540543,0.001612197,0.0005231588,0.0007032261],"category_scores_gemma":[0.004059894,0.0007893165,0.0002027495,0.005388428,0.0005398029,0.0008581794,0.001253546,0.009106934,0.002153977],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006268892,"about_ca_system_score_gemma":0.01087851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02476183,"about_ca_topic_score_gemma":0.1009737,"domain_scores_codex":[0.9424033,0.04638955,0.00481981,0.0009161414,0.001464366,0.004006827],"domain_scores_gemma":[0.9816198,0.01138834,0.001285169,0.003073568,0.0005263497,0.002106793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000451131,0.0008604313,0.1425584,0.01095706,0.00007144526,0.00003410726,0.390705,0.00001507644,0.00002122127,0.003389042,0.4285153,0.0224218],"study_design_scores_gemma":[0.003388149,0.003399635,0.08501478,0.008363331,0.00003335811,0.00008803116,0.08489928,0.002175732,0.00003566528,0.002514657,0.8084612,0.001626123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6304448,0.001354019,0.0004395325,0.3292148,0.002640742,0.01318517,0.0003782269,0.002302332,0.02004042],"genre_scores_gemma":[0.9214308,0.000400751,0.004145081,0.06596947,0.000502302,0.003995688,0.0003196498,0.0001913538,0.003044886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.379946,"threshold_uncertainty_score":0.9994557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6404709276461381,"score_gpt":0.6240316862196456,"score_spread":0.01643924142649256,"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."}}