{"id":"W3148911805","doi":"10.1097/opx.0000000000001680","title":"The Impact of Incubation Conditions on <i>In Vitro</i> Phosphatidylcholine Deposition on Contact Lens Materials","year":2021,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alcon (Canada); University of Waterloo","funders":"","keywords":"Incubation; Contact lens; Phosphatidylcholine; Deposition (geology); Chemistry; Lens (geology); Silicone; Chromatography; In vitro; Silicone hydrogel; Materials science; Biochemistry; Phospholipid; Ophthalmology; Membrane; Organic chemistry; Biology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005779647,0.00008704572,0.0001752785,0.0001677949,0.0002170991,0.00007380062,0.00006393932,0.00004197365,0.00004305377],"category_scores_gemma":[0.0002492806,0.00005455178,0.00004985591,0.0008545683,0.0001193535,0.0002329838,0.00002880195,0.0000937442,0.00001188081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006832731,"about_ca_system_score_gemma":0.0001061837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002519687,"about_ca_topic_score_gemma":0.000001127509,"domain_scores_codex":[0.9989915,0.00005378316,0.000213542,0.0002241318,0.0003495658,0.0001674411],"domain_scores_gemma":[0.9992585,0.000187094,0.00008598522,0.0002432902,0.0001571347,0.00006802907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003486037,0.0001627686,0.008865772,0.00001105786,0.00000740632,0.00001028409,0.00004726109,0.00001702856,0.9873318,0.0006952048,0.00001009836,0.002492708],"study_design_scores_gemma":[0.0005634915,0.000449169,0.3643402,0.000119266,0.000007220899,0.000006691342,0.00006399377,0.0001802718,0.6341771,0.00003274967,0.00001867348,0.0000411561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979211,0.000119753,0.00004895599,0.0004615378,0.0001064324,0.0001480504,0.00003304835,0.00000820206,0.001152897],"genre_scores_gemma":[0.9993471,0.0002156275,0.00008194133,0.0002540713,0.00001958879,0.000003770651,0.00002703972,0.000004517995,0.00004632725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3554744,"threshold_uncertainty_score":0.2224557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269348071985738,"score_gpt":0.4051128339593875,"score_spread":0.3924193532395301,"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."}}