{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02258058,0.0006994998,0.0004912923,0.002622459,0.006020559,0.008077687,0.002406194,0.002139953,0.02573495],"category_scores_gemma":[0.05724578,0.0004391753,0.0009061728,0.002967523,0.00842882,0.009683408,0.01135101,0.003021738,0.003533397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0044555,"about_ca_system_score_gemma":0.0117689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886206,"about_ca_topic_score_gemma":0.002561892,"domain_scores_codex":[0.9569659,0.02906599,0.002182073,0.003181619,0.006308814,0.002295629],"domain_scores_gemma":[0.9625493,0.02145318,0.004033934,0.004423946,0.005763182,0.001776454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006479888,0.000175968,0.01791526,0.001518296,0.00004199071,0.0006766657,0.5582392,0.0002778156,0.001081475,0.1749668,0.02682836,0.2182134],"study_design_scores_gemma":[0.00002708904,0.0001421984,0.006897456,0.001979351,0.00002771465,0.0008279855,0.3218654,0.0004044946,0.0006722372,0.03358739,0.6335042,0.00006448681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1659378,0.002622674,0.05392454,0.03559138,0.001788519,0.002135628,0.001660369,0.0007082696,0.7356308],"genre_scores_gemma":[0.8790026,0.00240388,0.02989106,0.009513329,0.000279409,0.003551954,0.001251494,0.0003607723,0.07374544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02573495,"threshold_uncertainty_score":0.1194189,"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."}}