{"id":"W6907972190","doi":"10.25384/sage.c.6135920.v1","title":"Identifying vaccination deserts: The availability and distribution of pharmacists with authorization to administer injections in Ontario","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Pharmacist; Vaccination; Rural area; Population; Unit (ring theory); Health care; Public health","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":[0.0005413704,0.0001638483,0.0001835902,0.001197832,0.001347342,0.0007121844,0.0007573583,0.0002443001,0.001892216],"category_scores_gemma":[0.002588541,0.0002696642,0.0003283121,0.002313546,0.0006346049,0.0003856145,0.001085993,0.0002543033,0.0001767183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.016061,"about_ca_system_score_gemma":0.02339251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9807373,"about_ca_topic_score_gemma":0.9895763,"domain_scores_codex":[0.9990383,0.00006598794,0.00005989534,0.0001280778,0.0004394791,0.0002682718],"domain_scores_gemma":[0.9967809,0.0002135688,0.001430687,0.00009164069,0.00088106,0.000602196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004747578,0.00001482212,0.9905699,0.00006784119,0.00002258893,0.0001072549,0.001982491,0.0001143595,0.0003702159,0.0000767884,0.0009752999,0.005650823],"study_design_scores_gemma":[0.00000334441,0.00001419942,0.9976719,0.00001940217,0.0000051213,0.00005514355,0.001076444,0.0001621109,0.00005233504,0.00001120694,0.0009251618,0.000003626769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934993,0.0003065485,0.0001716049,0.0003463482,0.000003613912,0.00005523293,0.002570062,0.00001147005,0.003035825],"genre_scores_gemma":[0.9985599,0.0002108818,0.0001683334,0.00003911777,0.000002626419,0.00001643682,0.0004728804,0.000002445385,0.0005273338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01926273,"threshold_uncertainty_score":0.1165313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232656423684445,"score_gpt":0.3009802949172832,"score_spread":0.1777146525488386,"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."}}