{"id":"W6942280444","doi":"10.1371/journal.pone.0314771.g004","title":"Referral outcome of eConsult cases (N = 890).","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Primary care; Service (business); Advice (programming); Specialist care; Against medical advice; Patient referral; Confidentiality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009020813,0.000285983,0.000353617,0.001796492,0.001301087,0.0008576318,0.0008139923,0.0006474825,0.006504162],"category_scores_gemma":[0.00660592,0.0003122003,0.0003822004,0.003847148,0.0005278725,0.0008391584,0.001001701,0.0005424747,0.001170549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005842176,"about_ca_system_score_gemma":0.005789917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5321633,"about_ca_topic_score_gemma":0.611784,"domain_scores_codex":[0.9980968,0.0001587669,0.0002079351,0.0002615867,0.0005111733,0.0007637292],"domain_scores_gemma":[0.9960033,0.0003570115,0.001784882,0.0001617995,0.0009370603,0.000755908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002260114,0.00006694054,0.9871308,0.0000584424,0.00002254868,0.0004200019,0.0003429836,0.00004815485,0.00005772226,0.00006569012,0.008316985,0.003243758],"study_design_scores_gemma":[0.00002869884,0.00005141669,0.9962132,0.00007626882,0.00001421293,0.0004774208,0.00187645,0.000159178,0.00002884336,0.00002790815,0.001035796,0.00001056002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665262,0.0009301347,0.0001186976,0.0009205428,0.00009976586,0.00022837,0.0235875,0.00003089214,0.007558056],"genre_scores_gemma":[0.9907131,0.0003880407,0.00006706952,0.0003204609,0.00003100439,0.0001289448,0.006756094,0.000009922006,0.00158537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5321633,"threshold_uncertainty_score":0.9411839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856511366890809,"score_gpt":0.2806523745632403,"score_spread":0.2020872608943322,"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."}}