{"id":"W1969924477","doi":"10.1503/cmaj.131590","title":"Dry eye disease","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prism Eye Institute; Western University","funders":"","keywords":"Dry eyes; Disease; Eye disease; Medicine; Ophthalmology; Optometry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002592635,0.0003544933,0.0006729153,0.0008602795,0.0008766126,0.0007269467,0.00035963,0.0004414073,0.03620642],"category_scores_gemma":[0.001396507,0.00006355443,0.0005020983,0.001118705,0.0001629626,0.0005283281,0.0005261284,0.000716042,0.004989317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658328,"about_ca_system_score_gemma":0.0007487465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007403522,"about_ca_topic_score_gemma":0.01130333,"domain_scores_codex":[0.9995197,0.00004114027,0.00005642026,0.00007761353,0.0002124804,0.00009257207],"domain_scores_gemma":[0.9994559,0.00004999468,0.0001573899,0.00002363046,0.0002105028,0.00010253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001070132,0.0007585684,0.3235531,0.003144706,0.00038552,0.004444362,0.0005195656,0.0002193468,0.002615444,0.004990663,0.262378,0.3959206],"study_design_scores_gemma":[0.0001642876,0.0005171747,0.5554132,0.003764006,0.000403364,0.02124869,0.0005915851,0.0003900937,0.0008743731,0.003181017,0.4133629,0.00008927711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2095952,0.1172399,0.005600038,0.007457195,0.002016735,0.003104802,0.06110013,0.0006700125,0.5932159],"genre_scores_gemma":[0.7453452,0.05201757,0.004654648,0.0106184,0.001502183,0.0009247198,0.04238146,0.0001310383,0.1424247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03620642,"threshold_uncertainty_score":0.1211225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004277329866261965,"score_gpt":0.226332783971174,"score_spread":0.2220554541049121,"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."}}