{"id":"W1154759157","doi":"","title":"From Tear Instability to Dry Eye: A Unifying Hypothesis","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Instability; Ophthalmology; Dry eyes; Optometry; Medicine; Physics; Mechanics","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":[0.002324844,0.0009360014,0.001788937,0.002677826,0.0009894817,0.002600222,0.002256792,0.004763699,0.01211688],"category_scores_gemma":[0.01024373,0.0003655358,0.001099609,0.001137757,0.006714067,0.005950172,0.002933691,0.002439406,0.001230539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007886844,"about_ca_system_score_gemma":0.001463433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014712,"about_ca_topic_score_gemma":0.0004498854,"domain_scores_codex":[0.9990651,0.0001518414,0.0001198913,0.0003090265,0.0001322941,0.0002218273],"domain_scores_gemma":[0.9920965,0.004807314,0.001257773,0.0007356287,0.0006269321,0.0004757598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01430611,0.003280302,0.2683006,0.004457888,0.001486609,0.02935053,0.005978213,0.00433024,0.02336072,0.4068249,0.0211784,0.2171455],"study_design_scores_gemma":[0.002409719,0.004924236,0.1724293,0.001315083,0.001051844,0.0351307,0.007980873,0.01122456,0.006470335,0.7377738,0.01894458,0.0003450288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7307031,0.07935533,0.02393006,0.1199469,0.00429425,0.0005187373,0.00133853,0.0003841996,0.0395289],"genre_scores_gemma":[0.9680728,0.01730424,0.002732871,0.005001393,0.003928116,0.000127999,0.0004123097,0.00002635461,0.00239398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01211688,"threshold_uncertainty_score":0.04053497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05175641900958262,"score_gpt":0.348244327120323,"score_spread":0.2964879081107404,"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."}}