{"id":"W3185409088","doi":"10.1093/pch/pxab043","title":"Supporting consulting paediatrics in rural, remote, or vulnerable communities in British Columbia: Time for national collaboration","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of British Columbia","funders":"","keywords":"Workforce; Vulnerability (computing); Medicine; Nursing; Rural area; Medical education; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004729538,0.000260239,0.0003519049,0.0008670635,0.02291957,0.009377955,0.002633249,0.002430753,0.02019784],"category_scores_gemma":[0.01340953,0.0006079585,0.0002731932,0.001811816,0.004227623,0.003069989,0.01032327,0.005070541,0.001740091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04501512,"about_ca_system_score_gemma":0.2599421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8437176,"about_ca_topic_score_gemma":0.9679869,"domain_scores_codex":[0.9903705,0.00293646,0.0002200109,0.0003504575,0.001432631,0.004689866],"domain_scores_gemma":[0.9454303,0.003967601,0.001508628,0.0003506293,0.003326764,0.04541602],"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":[0.0002622773,0.0003151712,0.1269069,0.001440964,0.00008155304,0.01561282,0.1179463,0.0008116142,0.002102848,0.01862984,0.4069446,0.308945],"study_design_scores_gemma":[0.00004098136,0.00011553,0.1259051,0.00214016,0.00002639392,0.002621244,0.4640362,0.0006185755,0.0002826085,0.005097424,0.3989908,0.0001250786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3654423,0.01216374,0.001822779,0.5101424,0.001959392,0.0003179199,0.0005550822,0.0002874792,0.107309],"genre_scores_gemma":[0.9257466,0.008092708,0.005970426,0.03294077,0.0001876918,0.0001896757,0.0003075582,0.0001399675,0.0264246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9549849,"threshold_uncertainty_score":0.3266091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181310598380043,"score_gpt":0.2844050261279132,"score_spread":0.2662739662899089,"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."}}