{"id":"W2563925776","doi":"10.1016/j.bbamem.2016.12.010","title":"The effect of repeated lateral compression and expansions mimicking blinking on selected tear film polar lipid monofilms","year":2016,"lang":"en","type":"article","venue":"Biochimica et Biophysica Acta (BBA) - Biomembranes","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Health Solutions","keywords":"Sphingomyelin; Chemistry; Lipid bilayer; Polar; Biophysics; Phosphatidylethanolamine; Materials science; Phosphatidylcholine; Phospholipid; Cholesterol; Membrane; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000285365,0.0004035453,0.0005956588,0.0002105507,0.0003147337,0.00006386862,0.0002323307,0.0002144093,0.0000134887],"category_scores_gemma":[0.000155445,0.000205028,0.0002113746,0.0005104562,0.0002535435,0.0001449455,0.0001251083,0.0002489603,0.00002162135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003359951,"about_ca_system_score_gemma":0.00006250486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008688679,"about_ca_topic_score_gemma":0.000006832741,"domain_scores_codex":[0.9978424,0.0003180194,0.0004375609,0.0005373436,0.0003931458,0.0004714786],"domain_scores_gemma":[0.9980858,0.0006660791,0.0002700565,0.0006840627,0.0001232817,0.0001707204],"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":[0.001261881,0.0001014293,0.001413226,0.0001229842,0.0002126161,0.000009817092,0.0002550183,6.639769e-7,0.9949001,0.00002234424,0.0001161944,0.001583735],"study_design_scores_gemma":[0.002256319,0.001497971,0.04453557,0.001101433,0.0001895475,0.00001287537,0.00003276459,0.0002537694,0.9493009,0.00001025495,0.0005412204,0.0002673687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952841,0.000191007,0.000004464431,0.00341672,0.000189531,0.0005897334,0.00005554908,0.0001626547,0.0001062301],"genre_scores_gemma":[0.9986575,0.0005524333,0.00005333267,0.0001699698,0.0001555226,0.00001782422,0.00006600984,0.00006060483,0.0002668219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04559918,"threshold_uncertainty_score":0.83608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007444701214077518,"score_gpt":0.2456839935460908,"score_spread":0.2382392923320133,"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."}}