{"id":"W2004186717","doi":"10.1097/opx.0b013e31804bdc27","title":"Contact Lenses in Suboptimal Environments","year":2007,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Optometry; Lens (geology); Optics; Computer science; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003423952,0.001237566,0.001216912,0.001801147,0.004810563,0.009804723,0.001608682,0.005898731,0.03987408],"category_scores_gemma":[0.01884047,0.0006809598,0.001391562,0.00148818,0.005955976,0.01063409,0.009407749,0.006151374,0.01843333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003892777,"about_ca_system_score_gemma":0.004133413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006016021,"about_ca_topic_score_gemma":0.006121235,"domain_scores_codex":[0.9936327,0.001412934,0.0007366386,0.0007451249,0.002481434,0.0009911761],"domain_scores_gemma":[0.9921331,0.00165358,0.001851543,0.001199168,0.002124474,0.001038156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004075565,0.0001433143,0.01075037,0.003008975,0.0002202019,0.01844665,0.006535776,0.0005198971,0.003982391,0.1394183,0.4021765,0.4143901],"study_design_scores_gemma":[0.00004471063,0.0001135069,0.003044931,0.002361039,0.00007870809,0.03678569,0.004292249,0.0002807153,0.001457411,0.04146801,0.9099736,0.00009944645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03753957,0.2345884,0.03802294,0.2079525,0.02343144,0.0004434355,0.001213928,0.002850118,0.4539578],"genre_scores_gemma":[0.4903681,0.1525281,0.03925769,0.1397811,0.01245887,0.0006611144,0.001599312,0.001962061,0.1613837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03987408,"threshold_uncertainty_score":0.1333921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323203155278374,"score_gpt":0.3960675434680204,"score_spread":0.3828355119152366,"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."}}