{"id":"W4413537780","doi":"10.64628/aam.vyhuwc7ax","title":"Why increasing Canada’s health budget for preventive and social care makes sense fiscally and medically","year":2024,"lang":"en","type":"article","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Social care; Sense (electronics); Health care; Business; Medicine; Nursing; Economics; Economic growth; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00627159,0.0004408678,0.0005716199,0.001654787,0.008837692,0.01197971,0.002079047,0.00485283,0.01758317],"category_scores_gemma":[0.04369443,0.0003990097,0.0007562026,0.002287274,0.006353117,0.00356397,0.002514132,0.00718744,0.000988976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09157621,"about_ca_system_score_gemma":0.2772648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811337,"about_ca_topic_score_gemma":0.9905738,"domain_scores_codex":[0.9890046,0.001365504,0.0002850519,0.0005560362,0.004317781,0.00447102],"domain_scores_gemma":[0.9500194,0.006009566,0.002583022,0.0009176987,0.01998751,0.02048283],"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":[0.0002886633,0.0002137032,0.05547469,0.000302947,0.0002437023,0.0001917455,0.002362058,0.0007706939,0.0006296585,0.08203342,0.7989743,0.05851445],"study_design_scores_gemma":[0.0002841342,0.0001392515,0.1770502,0.001992452,0.000281367,0.0002107157,0.01487709,0.0009877859,0.000691667,0.02421632,0.7790455,0.0002235002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04200545,0.005528407,0.0004317206,0.8615915,0.003607971,0.00005874113,0.001363106,0.0001245205,0.08528866],"genre_scores_gemma":[0.6496645,0.004416395,0.00186864,0.3134437,0.001899579,0.0000637346,0.000804378,0.000196517,0.02764248],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9084238,"threshold_uncertainty_score":0.664435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369953008282704,"score_gpt":0.3943026800396316,"score_spread":0.3706031499568045,"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."}}