{"id":"W4324131137","doi":"10.13162/hro-ors.v11i1.5325","title":"Primary Care Transformation During a Pandemic: Rapid Reforms Focused on Outreach Approaches and Intersectoral Collaboration to Better Serve Vulnerable Populations","year":2023,"lang":"en","type":"paratext","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université Laval","funders":"Université Laval","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.006636129,0.0004010861,0.0003845233,0.0008286522,0.017495,0.00934544,0.001626893,0.002545898,0.006034251],"category_scores_gemma":[0.006644788,0.0003172268,0.0005992565,0.001522222,0.01164626,0.004200307,0.009008493,0.00470274,0.000417386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0593391,"about_ca_system_score_gemma":0.1238775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7108516,"about_ca_topic_score_gemma":0.8858136,"domain_scores_codex":[0.9932005,0.00297711,0.00009458177,0.0004311575,0.000685669,0.002611059],"domain_scores_gemma":[0.9952031,0.001090022,0.0004232954,0.0003510012,0.0007719463,0.002160582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000247665,0.0005579589,0.1023061,0.001421154,0.0001264616,0.005050286,0.4621088,0.002189051,0.005391666,0.169058,0.03520611,0.2163367],"study_design_scores_gemma":[0.00006615746,0.0003491439,0.1480135,0.001545236,0.00006473348,0.0009444801,0.4899163,0.001382306,0.001249515,0.01385751,0.3424621,0.0001490314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6873727,0.008042725,0.01077494,0.1580626,0.001306207,0.001048674,0.0004813682,0.0001924202,0.1327184],"genre_scores_gemma":[0.9807606,0.002230349,0.004319987,0.00724423,0.0000877245,0.0001325143,0.0001009672,0.00002872329,0.00509495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7108516,"threshold_uncertainty_score":0.5817026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429979600117356,"score_gpt":0.3862563212209176,"score_spread":0.243258361209182,"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."}}