{"id":"W1985887105","doi":"10.3109/01676830.2014.882362","title":"Evaluation of Tearing in Oculoplastics Assisted by Tear Osmolarity Measurement","year":2014,"lang":"en","type":"article","venue":"Orbit","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Medicine; Tearing; Osmotic concentration; Tears; Ophthalmology; Surgery; Internal medicine; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004765765,0.0004964995,0.0004922661,0.00142738,0.0003374685,0.000392095,0.000216723,0.0003602947,0.001537667],"category_scores_gemma":[0.002706259,0.0001796239,0.0002237993,0.0005677717,0.0003190326,0.0004115627,0.0003785179,0.0003385199,0.0003036379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290088,"about_ca_system_score_gemma":0.0002258141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009408712,"about_ca_topic_score_gemma":0.001020667,"domain_scores_codex":[0.9995315,0.0001012014,0.00008352528,0.00006418095,0.0001490425,0.00007059109],"domain_scores_gemma":[0.9988344,0.000246941,0.0005630638,0.00004058775,0.000175386,0.000139519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828947,0.00003226093,0.9910436,0.00004720374,0.00002103222,0.001228399,0.0000750215,0.00002652816,0.003100161,0.00001052791,0.00008888909,0.004143632],"study_design_scores_gemma":[0.00002191015,0.0005142127,0.9753895,0.00004283194,0.0000406742,0.02087731,0.0002187496,0.0003894308,0.002032628,0.00002320326,0.0004420388,0.000007619147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982458,0.0008905721,0.0001712736,0.00002821124,0.000007507534,0.00001535655,0.00006076624,0.00001052414,0.0005699599],"genre_scores_gemma":[0.999499,0.0001546186,0.0001976671,0.00002266524,0.000009937727,0.000004554468,0.00004326057,0.000001219717,0.0000671622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001537667,"threshold_uncertainty_score":0.00514406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087932774229675,"score_gpt":0.2876240502929906,"score_spread":0.2367447225506938,"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."}}