{"id":"W1279329478","doi":"","title":"Remote Screening for Retinopathy of Prematurity (ROP) Using Telemedicine: Canadian Experience","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sudbury Regional Hospital; Hospital for Sick Children","funders":"","keywords":"Retinopathy of prematurity; Telemedicine; Medicine; Ophthalmology; Optometry; Biology; Pregnancy; Political science; Gestational age; Health care","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":[0.001261928,0.0007063723,0.0004503358,0.0009544406,0.005100762,0.001406115,0.0009792788,0.001065422,0.004677354],"category_scores_gemma":[0.004007508,0.0004603076,0.0003670038,0.003497133,0.001182866,0.0006975978,0.001083176,0.001563544,0.0003775917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01670933,"about_ca_system_score_gemma":0.0325301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679432,"about_ca_topic_score_gemma":0.983439,"domain_scores_codex":[0.9986334,0.0001746715,0.00006610251,0.0001419953,0.0005923913,0.0003914325],"domain_scores_gemma":[0.9964229,0.0004653798,0.0002284511,0.00007746956,0.001363734,0.001442031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001480205,0.004733216,0.6768052,0.0008919393,0.0001595085,0.01952578,0.05270662,0.0007534873,0.00350535,0.002635854,0.01940127,0.2174016],"study_design_scores_gemma":[0.00048113,0.002317263,0.8796593,0.0006678301,0.0002420935,0.01093301,0.04603345,0.0007393847,0.0007369933,0.0004500718,0.05749689,0.0002426002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949315,0.005265461,0.0005092846,0.004012872,0.0001405737,0.0003594648,0.000762264,0.00002376401,0.03961135],"genre_scores_gemma":[0.9769779,0.01298624,0.001328973,0.001448164,0.00008751059,0.00005995909,0.0005120404,0.00002865931,0.006570645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03205681,"threshold_uncertainty_score":0.1212353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06777386459709651,"score_gpt":0.3824832723928925,"score_spread":0.314709407795796,"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."}}