{"id":"W2947530001","doi":"10.1136/bmjopen-2018-028888","title":"Supporting the spread and scale-up of electronic consultation across Canada: cross-sectional analysis","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Nine Circles Community Health Centre; Newfoundland and Labrador Centre for Applied Health Research; McGill University; University of Alberta; Ottawa Hospital; University of Manitoba; Canadian Foundation for Healthcare Improvement; Memorial University of Newfoundland; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Referral; Cross-sectional study; Scale (ratio); Service (business); Family medicine; Primary care; Geography; Cartography","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":[0.0123157,0.0005090772,0.0005512042,0.00265684,0.002838704,0.002526738,0.00241412,0.0008000061,0.002611146],"category_scores_gemma":[0.03942247,0.0007172648,0.0007284012,0.006616919,0.001471045,0.0009095602,0.002087027,0.001350451,0.0002498263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04601594,"about_ca_system_score_gemma":0.09606604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848192,"about_ca_topic_score_gemma":0.987182,"domain_scores_codex":[0.9872528,0.002748688,0.001061079,0.001117682,0.005082515,0.002737255],"domain_scores_gemma":[0.9480388,0.01078043,0.01036399,0.00195635,0.0235226,0.005337851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008166279,0.0001114905,0.9878864,0.0001060734,0.00007721376,0.00005899776,0.002270781,0.0001872692,0.00009682984,0.00008874622,0.0006660183,0.008368584],"study_design_scores_gemma":[0.00000995719,0.00008968277,0.9948398,0.00007768906,0.00003807641,0.00003077247,0.003635675,0.0005042951,0.00007167173,0.00001206788,0.0006780514,0.00001233247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926164,0.0006407485,0.0004073458,0.0005040897,0.00001476691,0.0005422775,0.002836199,0.00002730585,0.00241083],"genre_scores_gemma":[0.9963377,0.0004380337,0.001036209,0.0002408732,0.000007435239,0.0001840258,0.0009832504,0.000009452869,0.0007629832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04601594,"threshold_uncertainty_score":0.3338706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246747377676517,"score_gpt":0.3841467265235664,"score_spread":0.3516792527468012,"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."}}