{"id":"W2323313505","doi":"10.1097/opx.0b013e3182956c46","title":"Exploring Compliance","year":2013,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Optometric Education Trust Fund","keywords":"Contact lens; Focus group; Compliance (psychology); Qualitative research; Lens (geology); Psychology; Qualitative property; Medicine; Optometry; Nursing; Ophthalmology; Engineering; Computer science; Social psychology; Sociology","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":[0.0002212805,0.0000548777,0.00009484611,0.000137229,0.0001614165,0.00008089099,0.00008119307,0.0000135592,0.0001331302],"category_scores_gemma":[0.00006727117,0.00004076654,0.00001833619,0.000757649,0.0001733018,0.0008278366,0.0000675964,0.00007253089,0.0003079368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001248312,"about_ca_system_score_gemma":0.00002119549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001078097,"about_ca_topic_score_gemma":4.852689e-8,"domain_scores_codex":[0.9992481,0.000005049192,0.00007940956,0.0002116394,0.0002792865,0.0001765412],"domain_scores_gemma":[0.9995053,0.00002361156,0.00001831322,0.0001891591,0.00009663552,0.000166916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000176128,0.00007622193,0.4522081,0.00007477224,0.000005353509,0.000009793735,0.0002246465,9.390643e-7,0.2991456,0.000597359,0.00006087823,0.2475787],"study_design_scores_gemma":[0.0002519623,0.0001218225,0.9800835,0.0001184894,0.000003950946,0.000009120344,0.0002458625,0.001116341,0.01583907,0.0000273419,0.002111345,0.00007125999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937848,0.0001581717,0.0003812707,0.0006148037,0.0001114032,0.00009898559,2.338274e-7,0.00002559598,0.0048247],"genre_scores_gemma":[0.9972097,0.000109929,0.001887561,0.0003713882,0.00002351573,0.000006494469,2.313185e-7,0.000003054213,0.0003881687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278754,"threshold_uncertainty_score":0.3958007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0983985682429013,"score_gpt":0.4313179251888355,"score_spread":0.3329193569459342,"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."}}