{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004085738,0.000114078,0.0004145106,0.0002570678,0.0001571192,0.00002622732,0.0001632536,0.00006173064,0.0001537501],"category_scores_gemma":[0.001311708,0.00009261576,0.0001016838,0.0003446336,0.0007377001,0.0005374314,0.0001449078,0.000445442,0.000001672315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232433,"about_ca_system_score_gemma":0.0008402005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005124768,"about_ca_topic_score_gemma":0.00003440865,"domain_scores_codex":[0.996864,0.0001753797,0.0005691507,0.0004383458,0.001584548,0.000368527],"domain_scores_gemma":[0.9977888,0.0001733079,0.0002426033,0.000642015,0.0008769477,0.0002763344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003105622,0.0003786613,0.2787869,0.00006187161,0.00006406465,0.00005470885,0.0003520493,0.000007497948,0.7195784,0.0001091632,0.00002402869,0.0002720365],"study_design_scores_gemma":[0.001270195,0.001997832,0.7275495,0.0001755866,0.00004789596,0.0001183193,0.001029045,0.0000333492,0.2674324,0.00006619126,0.0002177677,0.00006190782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967289,0.001219576,0.00002711469,0.0006114826,0.00006822192,0.0002083029,0.00002950673,0.000002251415,0.001104631],"genre_scores_gemma":[0.9985838,0.0007712613,0.0002981798,0.00006587,0.00004098572,0.000001044098,0.000002710161,0.000007193405,0.0002289711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452146,"threshold_uncertainty_score":0.3776761,"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."}}