{"id":"W3198602049","doi":"10.1503/cmaj.202141-f","title":"Recours au télédépistage pour la rétinopathie diabétique","year":2021,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gynecology; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"french","weight":1554.46666666667,"opus":{"tier":"OUT","genre":"editorial/commentary","about_ca":false,"confidence":"high","reason":"Short clinical practice note on tele-screening for diabetic retinopathy; the object is clinical screening."},"gpt":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"low","reason":"The fragment concerns clinical tele-screening for diabetic retinopathy, but it does not indicate that research practice is the object."},"grok":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"medium","reason":"Clinical piece on diabetic retinopathy telescreening; object is care delivery, not research."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097703,0.0004424812,0.0006226146,0.001390683,0.001569181,0.001503177,0.0008202396,0.001283127,0.01598893],"category_scores_gemma":[0.004191425,0.000219193,0.0006694507,0.001529285,0.0007120133,0.0006164229,0.0007319856,0.002263291,0.002654032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004759733,"about_ca_system_score_gemma":0.007679747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4131587,"about_ca_topic_score_gemma":0.4740134,"domain_scores_codex":[0.9983924,0.0002631979,0.00009404661,0.0002031742,0.0007803086,0.0002668658],"domain_scores_gemma":[0.9950876,0.00137778,0.0005118862,0.0001317766,0.002228105,0.0006629451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001362618,0.0009140112,0.2761299,0.001519228,0.000329276,0.005792192,0.001057294,0.0004214566,0.009674726,0.002762767,0.1467738,0.5532628],"study_design_scores_gemma":[0.0005118104,0.00124284,0.5046718,0.003574766,0.0007050634,0.01502127,0.001674493,0.001154809,0.007529316,0.001330015,0.4624325,0.0001514794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.370601,0.1888017,0.01344491,0.1031586,0.007095765,0.000939486,0.01499007,0.001796954,0.2991714],"genre_scores_gemma":[0.747573,0.1025301,0.01421836,0.03822055,0.004002447,0.0002896248,0.005870952,0.0003325369,0.08696245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4131587,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006960892907636482,"score_gpt":0.2570172087053398,"score_spread":0.2500563157977033,"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."}}