{"id":"W4398777160","doi":"10.62463/surgery.65","title":"No Health Without Cardiovascular Health: Collaboration and Integration as the Beating Heart of Global Surgery","year":2024,"lang":"en","type":"article","venue":"Impact Surgery","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02279478,0.0004036881,0.0006178351,0.001258611,0.006161171,0.01123495,0.001179423,0.007110941,0.03884878],"category_scores_gemma":[0.05435074,0.0004122273,0.0005211602,0.002540838,0.006627377,0.01025164,0.01504007,0.009193468,0.002242389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005165472,"about_ca_system_score_gemma":0.05144875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044881,"about_ca_topic_score_gemma":0.04567735,"domain_scores_codex":[0.9816136,0.00957281,0.001119827,0.000974137,0.003265175,0.003454403],"domain_scores_gemma":[0.9103578,0.02869659,0.009007446,0.00386671,0.007276661,0.04079486],"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":[0.000329127,0.0002112521,0.01992338,0.001318966,0.0001047759,0.00057164,0.004226354,0.0003087733,0.0004151803,0.2263612,0.5795155,0.1667138],"study_design_scores_gemma":[0.000176025,0.00024135,0.05565517,0.008031391,0.0001140857,0.001123608,0.01757916,0.0003969421,0.0003506064,0.1299661,0.7862138,0.0001517746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009628359,0.01560476,0.0006230748,0.8610976,0.00862623,0.00003866935,0.0002686528,0.00003563373,0.104077],"genre_scores_gemma":[0.4757871,0.051493,0.002638413,0.4144444,0.01365886,0.0003207735,0.0007131855,0.0002435998,0.04070058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03884878,"threshold_uncertainty_score":0.1299621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039461438531101,"score_gpt":0.3504273563876469,"score_spread":0.3109659178565459,"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."}}