{"id":"W4406694019","doi":"10.46747/cfp.710113","title":"Bridging health and society","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Alberta Medical Association; University of Saskatchewan; University of Alberta; Memorial University of Newfoundland; University of British Columbia; University of Ottawa; University of British Columbia Hospital","funders":"","keywords":"Bridging (networking); Data science; Computer science; World Wide Web; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002782201,0.0001204068,0.0002277187,0.0001499426,0.0004462924,0.0001158207,0.0001317507,0.00005503545,0.000001257679],"category_scores_gemma":[0.00003023758,0.0001260065,0.0000586913,0.0004549427,0.00007236606,0.0002537998,0.00005800388,0.0001279898,0.00006313027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171725,"about_ca_system_score_gemma":0.0004972583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3945775,"about_ca_topic_score_gemma":0.01349006,"domain_scores_codex":[0.9988317,0.00001114006,0.0001967091,0.000222723,0.00005142817,0.0006862639],"domain_scores_gemma":[0.9995844,0.00001956682,0.00007451649,0.0001599647,0.00005130759,0.0001102862],"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":[5.995223e-7,0.00000318803,0.0002783906,0.00009702018,0.000009946833,5.300104e-7,0.00001235817,0.00001445361,0.000003648579,0.1191702,0.8404406,0.03996905],"study_design_scores_gemma":[0.0001300638,0.000003213969,0.01158388,0.00004113109,0.000004408264,5.717756e-8,0.0006811609,0.006329327,9.389798e-8,0.003282202,0.977846,0.00009850441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02870861,0.001500098,0.0002519163,0.1954721,0.0008639043,0.000298025,0.00001587005,0.0001163863,0.7727731],"genre_scores_gemma":[0.1153611,0.00003850196,0.00003932078,0.8836828,0.0006697192,0.000007026313,0.00002472477,0.000008823993,0.0001679691],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7726051,"threshold_uncertainty_score":0.7527768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262612542300723,"score_gpt":0.2723382858595191,"score_spread":0.2497121604365119,"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."}}