{"id":"W7067611962","doi":"","title":"MJM MedTalks (S02E01): DIY Automated Insulin Delivery","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Conversation; Health care; Alternative medicine; Medical journal; Health professionals; Health informatics; Space (punctuation)","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":[0.003860132,0.0008348011,0.0004134456,0.001019726,0.002839132,0.006364357,0.001543536,0.004478354,0.2642419],"category_scores_gemma":[0.01111165,0.0005715028,0.0006043433,0.0007007201,0.001175776,0.002379817,0.002973165,0.004033194,0.05655584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931921,"about_ca_system_score_gemma":0.005480504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109965,"about_ca_topic_score_gemma":0.04024344,"domain_scores_codex":[0.9975623,0.0004652003,0.0001434622,0.000243855,0.001218723,0.0003665749],"domain_scores_gemma":[0.989647,0.001951216,0.0005907237,0.0004376883,0.002213011,0.005160475],"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":[0.00002764982,0.000009111274,0.00006310471,0.00004701024,8.889867e-7,0.00006116417,0.00004793163,0.000005506902,0.0001423887,0.0002843713,0.9917631,0.007547713],"study_design_scores_gemma":[0.00001346116,0.00002442744,0.0004522728,0.00005479902,0.000001220179,0.00007276548,0.00009218248,0.00002632457,0.00009819036,0.00009028664,0.9990677,0.000006355697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.004223117,0.01602062,0.002104143,0.2252934,0.4034462,0.0008233182,0.003740166,0.002348554,0.3420005],"genre_scores_gemma":[0.01818247,0.006026774,0.002092246,0.06416191,0.0980667,0.0003416107,0.001270927,0.0012178,0.8086396],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2642419,"threshold_uncertainty_score":0.8839771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3117400188158288,"score_gpt":0.5944881525560883,"score_spread":0.2827481337402595,"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."}}