{"id":"W3204285058","doi":"10.22374/jclrs.v5i1.41","title":"REPRODUCIBILITY OF MEASUREMENTS OF PRE-CONTACT LENS TEAR FILM KINETICS UNDER NORMAL AND ADVERSE ENVIRONMENTAL CONDITIONS","year":2021,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproducibility; Contact lens; Ophthalmology; Medicine; Relative humidity; Adverse effect; Materials science; Internal medicine; Chemistry; Chromatography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236272,0.000432446,0.000294034,0.0004495421,0.0002288339,0.0004207625,0.0002622043,0.0003684893,0.000587277],"category_scores_gemma":[0.007489639,0.0002005485,0.0002385285,0.0002249695,0.0003127357,0.0003414817,0.0003385091,0.0001820023,0.0002100409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013658,"about_ca_system_score_gemma":0.0001272229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008361645,"about_ca_topic_score_gemma":0.0009639169,"domain_scores_codex":[0.9976762,0.00069573,0.0002649197,0.0006062405,0.000650564,0.0001064378],"domain_scores_gemma":[0.9934361,0.002370807,0.001570349,0.001224443,0.001193899,0.0002045303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004134741,0.0002141348,0.873207,0.0001637138,0.0003770009,0.0001818668,0.0007356906,0.0002715815,0.09936851,0.00001930024,0.00009933437,0.02122711],"study_design_scores_gemma":[0.00001813402,0.001006959,0.9873117,0.000005192889,0.00006188167,0.0003986439,0.0001631933,0.0002514796,0.010626,0.00001013002,0.0001380333,0.000008566886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998589,0.0002267732,0.0008728651,0.000004359232,0.000008781721,0.00001234626,0.00007353826,0.00001674098,0.0001955416],"genre_scores_gemma":[0.9992228,0.00004749103,0.0004279144,0.000006850748,0.000009540192,0.00001409309,0.0001735024,0.000007942961,0.00008991918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236272,"threshold_uncertainty_score":0.01182669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08083908667991326,"score_gpt":0.353041002479824,"score_spread":0.2722019157999108,"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."}}