{"id":"W4392452850","doi":"10.32920/25343242.v1","title":"Transforming Health: Ontario innovations for preventive care","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Business; Preventive care; Medicine; Environmental health; Economic growth; Economics","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":[0.004475583,0.0007387153,0.0003409793,0.001405307,0.006866815,0.007100777,0.001144627,0.005085291,0.07663929],"category_scores_gemma":[0.009789754,0.0004681371,0.000613243,0.002639394,0.005592985,0.003435186,0.003767419,0.003377152,0.01442537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07564454,"about_ca_system_score_gemma":0.1445878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9075391,"about_ca_topic_score_gemma":0.9556383,"domain_scores_codex":[0.9943409,0.000762619,0.0001270697,0.0003047291,0.003474215,0.0009904042],"domain_scores_gemma":[0.9938347,0.0008731869,0.0002173,0.0004109559,0.002470165,0.002193621],"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":[0.00001460818,0.00001929562,0.0007638295,0.0001258723,0.000004468281,0.00007370215,0.001268615,0.00009453927,0.00007810286,0.1019684,0.8486757,0.046913],"study_design_scores_gemma":[0.00001289637,0.000004902125,0.002281437,0.0001210997,0.000004359517,0.00002416026,0.0004012385,0.00007504252,0.00005034428,0.006125198,0.9908884,0.00001096875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001883994,0.009382318,0.002211545,0.2482346,0.003007124,0.0001932983,0.00243039,0.0005321242,0.7321246],"genre_scores_gemma":[0.04476792,0.01464819,0.008350883,0.02431835,0.001318457,0.0003555513,0.001867857,0.0004697336,0.9039031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09246093,"threshold_uncertainty_score":0.5488421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100689143702572,"score_gpt":0.4803918390016692,"score_spread":0.370322924631412,"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."}}