{"id":"W4293124964","doi":"10.3399/bjgpo.2022.0120","title":"Telehealth and primary care: a special collection from BJGP Open","year":2022,"lang":"en","type":"article","venue":"BJGP Open","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"National Institute for Health and Care Research","keywords":"Telehealth; Primary care; Medicine; Nursing; Telemedicine; Political science; Health care; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004645758,0.0001393857,0.0004078669,0.0001121305,0.0006673365,0.0001066412,0.0003473261,0.0000388111,0.003735405],"category_scores_gemma":[0.00003604048,0.000136941,0.00002672629,0.0003718162,0.00003114044,0.0002358236,0.001070385,0.0002817094,0.00002015034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005889071,"about_ca_system_score_gemma":0.0009520645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018831,"about_ca_topic_score_gemma":0.001698261,"domain_scores_codex":[0.9983478,0.0001567081,0.0004060846,0.0004195732,0.0003778702,0.000291924],"domain_scores_gemma":[0.9991759,0.00007719144,0.0001724935,0.0002874916,0.00005985543,0.000227085],"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":[0.002954119,0.0003174598,0.09919258,0.0002365089,0.0001029538,0.000120666,0.009012041,0.000001161958,0.0004989509,0.000497405,0.6240036,0.2630625],"study_design_scores_gemma":[0.007782939,0.001562471,0.2826459,0.00003414564,0.00008122352,0.00007713708,0.005273618,0.00001229064,0.0001202114,0.0003281251,0.7019395,0.00014242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8699434,0.0007596263,0.00005131758,0.01588496,0.001221291,0.007811211,0.0003323303,0.00007216525,0.1039237],"genre_scores_gemma":[0.9367929,0.0004251694,0.007985582,0.0359264,0.004158076,0.001641598,0.004851935,0.0001011946,0.008117165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629201,"threshold_uncertainty_score":0.9971753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631919581266308,"score_gpt":0.3674593250797477,"score_spread":0.3211401292670846,"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."}}