{"id":"W4386505313","doi":"10.21203/rs.3.rs-3332760/v1","title":"ReportNeedles.ca: A real-time needle collection tool to foster community health partnerships","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Centre for Addiction and Mental Health; University of Regina; Public Health Ontario; University of Toronto","funders":"Saskatchewan Health Research Foundation","keywords":"Facilitator; General partnership; Public health; Harm reduction; Brick and mortar; Health care; Community-based participatory research; Harm; Business; Public relations; Medicine; Psychological intervention; Participatory action research; Environmental health; Nursing; Environmental planning; Political science; Geography; Economic growth; The Internet; Computer science; World Wide Web","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":[0.01518313,0.001121265,0.0006540352,0.004095288,0.00112211,0.004225301,0.00201961,0.001185394,0.1600635],"category_scores_gemma":[0.06323342,0.001388113,0.0005659159,0.002817808,0.0005186081,0.003976451,0.004548158,0.001667442,0.05028047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126652,"about_ca_system_score_gemma":0.004858291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008374891,"about_ca_topic_score_gemma":0.01082472,"domain_scores_codex":[0.9925854,0.003134753,0.0006028722,0.000664447,0.002668379,0.000344172],"domain_scores_gemma":[0.9371358,0.04256733,0.003348443,0.009408789,0.004555811,0.002983746],"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":[0.0004419042,0.0003995669,0.004639849,0.000579086,0.00006021401,0.00008048325,0.001468672,0.000874855,0.001757856,0.006064607,0.610265,0.3733679],"study_design_scores_gemma":[0.001416379,0.0004481456,0.01781329,0.0006168526,0.000131262,0.0002031506,0.001938392,0.03065693,0.01162768,0.01970381,0.9152002,0.000243923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.01716832,0.000421213,0.2327867,0.008813382,0.001261472,0.004229547,0.07550538,0.4976314,0.1621825],"genre_scores_gemma":[0.1529163,0.0007197379,0.6086505,0.001885094,0.0005922909,0.008379629,0.04591918,0.05531205,0.1256253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9916251,"threshold_uncertainty_score":0.5354658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8589363371875881,"score_gpt":0.7212320211409237,"score_spread":0.1377043160466644,"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."}}