{"id":"W4206155376","doi":"10.26443/ijwpc.v9i1.334","title":"Healthcare highways in your community","year":2022,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Health care; Transport engineering; Business; Medical emergency; Medicine; Engineering; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002204639,0.0003838813,0.0003738815,0.001032743,0.02517081,0.01314608,0.001427983,0.004944057,0.1002728],"category_scores_gemma":[0.008351643,0.0002922966,0.0005012049,0.001540842,0.009740404,0.0075313,0.009562348,0.00544719,0.008553534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02167594,"about_ca_system_score_gemma":0.05396717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5822998,"about_ca_topic_score_gemma":0.7489415,"domain_scores_codex":[0.9968771,0.0007964811,0.00004237963,0.0001968247,0.000538757,0.001548381],"domain_scores_gemma":[0.9897765,0.0006242352,0.0004118336,0.0002914162,0.002134088,0.006762032],"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":[0.00002872226,0.00004640339,0.002606687,0.0001175816,0.00001048716,0.0005149039,0.01608575,0.0001165405,0.000131971,0.0907086,0.8547502,0.0348822],"study_design_scores_gemma":[0.000008312946,0.00001375724,0.001253776,0.0001430776,0.000003219023,0.00009465761,0.02266476,0.00003764229,0.00002364092,0.00407809,0.9716629,0.00001622556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01922764,0.006662889,0.001050779,0.6391789,0.009631635,0.00009678242,0.0006046555,0.0003008748,0.3232459],"genre_scores_gemma":[0.4601237,0.007233168,0.001538515,0.1566828,0.00323092,0.0001572002,0.0005263605,0.000293399,0.3702139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5822998,"threshold_uncertainty_score":0.8403203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08614065797604417,"score_gpt":0.4691574488540771,"score_spread":0.383016790878033,"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."}}