{"id":"W4386447816","doi":"10.1097/jcn.0000000000001029","title":"Factors Affecting Healthcare Provider Referral to Heart Function Clinics","year":2023,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"Qatar University; York University","keywords":"Referral; Health care; Family medicine; Function (biology); Medicine; Medical emergency; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002823699,0.0001166851,0.0001683981,0.0006349041,0.00147825,0.001124205,0.0005231847,0.0006097366,0.003806551],"category_scores_gemma":[0.02691242,0.0001860563,0.0002386648,0.0008943872,0.0006773901,0.0003958832,0.0008290143,0.0008156422,0.0001761155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002926025,"about_ca_system_score_gemma":0.005171117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07931142,"about_ca_topic_score_gemma":0.09584565,"domain_scores_codex":[0.9955329,0.002166244,0.0005644909,0.000259362,0.0008574776,0.0006194784],"domain_scores_gemma":[0.9747896,0.0125749,0.007728226,0.0003324605,0.002157095,0.002417718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006475757,0.0001124681,0.967585,0.0001531583,0.00003093548,0.0007503181,0.01938919,0.0001012878,0.0004330864,0.0001111722,0.001319725,0.009948911],"study_design_scores_gemma":[0.000009532889,0.0001092232,0.9388182,0.0002617692,0.0000274418,0.0009766856,0.05716806,0.0003698007,0.0001118555,0.000056417,0.00207342,0.00001756696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949004,0.0003407418,0.0002009114,0.001911899,0.00001596302,0.00006618419,0.00009167478,0.000009788701,0.00246246],"genre_scores_gemma":[0.999226,0.0001708469,0.0002299564,0.0002173609,0.000009276882,0.00001618381,0.00003478056,0.000002480016,0.00009314812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07931142,"threshold_uncertainty_score":0.1576996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08972553755990005,"score_gpt":0.3936612742219584,"score_spread":0.3039357366620584,"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."}}