{"id":"W7044059228","doi":"","title":"Using GIS to develop a vaccine pharmacy locator APP to support Covid-19 vaccine distribution in Ontario","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Pharmacy; Information system; Vaccination","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262232,0.0003569625,0.0001875499,0.001093329,0.002366214,0.001687926,0.0006165587,0.000421599,0.04681733],"category_scores_gemma":[0.003272177,0.0003653789,0.0003758721,0.001570968,0.0005472184,0.001083527,0.001592638,0.0003262292,0.01004082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008503259,"about_ca_system_score_gemma":0.02157946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9108093,"about_ca_topic_score_gemma":0.9580946,"domain_scores_codex":[0.9994729,0.00005832575,0.00002189557,0.00007049627,0.0002625381,0.0001139059],"domain_scores_gemma":[0.9984455,0.0003138904,0.00007845418,0.00009438101,0.0008386478,0.0002292642],"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":[0.0003450244,0.0003090524,0.09276062,0.0007670259,0.0000727142,0.001375442,0.016641,0.004657532,0.008941378,0.009517807,0.6152043,0.2494081],"study_design_scores_gemma":[0.0001039564,0.0001047797,0.0569865,0.000223375,0.00006733607,0.0001607102,0.01618169,0.0221406,0.00326654,0.002080406,0.8985807,0.0001033177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.192574,0.0004943178,0.04384341,0.008813315,0.0002913709,0.001835225,0.05051921,0.0195137,0.6821154],"genre_scores_gemma":[0.5149832,0.001166454,0.1210906,0.001128832,0.00005848292,0.001036055,0.02686603,0.003255109,0.3304152],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08919066,"threshold_uncertainty_score":0.1794318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04863657735440689,"score_gpt":0.3360265484590407,"score_spread":0.2873899711046338,"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."}}