{"id":"W3210112982","doi":"10.15353/cjo.v48i1.4475","title":"The Adhesion Syndrome","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Lens (geology); Adhesion; Cornea; Eyelid; Corneal epithelium; Effects of long-term contact lens wear on the cornea; Optics; Materials science; Medicine; Ophthalmology; Composite material; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002174753,0.0004926191,0.001286509,0.003822198,0.0008245304,0.0005506467,0.0009891208,0.000413878,0.00142803],"category_scores_gemma":[0.001609695,0.0003876694,0.001079989,0.003627645,0.0003626161,0.0006396066,0.00002968653,0.00209111,0.00009694217],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639596,"about_ca_system_score_gemma":0.02301815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593284,"about_ca_topic_score_gemma":0.003750082,"domain_scores_codex":[0.9949416,0.0002872031,0.001807989,0.000307596,0.001177871,0.001477754],"domain_scores_gemma":[0.9873558,0.0003857948,0.001236761,0.0007036107,0.003193037,0.007124959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007743808,0.00003805298,0.9525749,0.0000791547,0.0008886361,0.03584307,0.0002506088,0.00003797638,0.0005019445,0.0000197419,0.00743044,0.002258054],"study_design_scores_gemma":[0.002154254,0.0006922868,0.877882,0.001046143,0.0005463657,0.04003039,0.002108538,0.00001784467,0.001968521,0.000009095082,0.07311781,0.0004267436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565091,0.02838068,0.0001920213,0.009614209,0.003132817,0.0001726494,0.000062648,0.000005953475,0.001929953],"genre_scores_gemma":[0.99371,0.0009252015,0.001257661,0.001346712,0.0007294619,0.000001072076,0.00000815306,0.0001012339,0.001920462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07469288,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162057180192987,"score_gpt":0.2890627014805375,"score_spread":0.2774421296786077,"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."}}