{"id":"W2965678854","doi":"10.2147/opth.s211611","title":"&lt;p&gt;The use of preservatives in dry eye drops&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Allergan; CooperVision","keywords":"Benzalkonium chloride; Preservative; Medicine; Ophthalmology; Dermatology; Food science; Pathology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006809332,0.0004590564,0.0004789663,0.001363096,0.000496096,0.00117414,0.0004991674,0.001027398,0.01826335],"category_scores_gemma":[0.001287774,0.0001339931,0.0004160108,0.0008628655,0.0006912918,0.0009461931,0.0006245126,0.0009452082,0.009593432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004477911,"about_ca_system_score_gemma":0.0007050595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350733,"about_ca_topic_score_gemma":0.00205162,"domain_scores_codex":[0.9993613,0.0001169418,0.000089052,0.00006211652,0.000320911,0.00004963756],"domain_scores_gemma":[0.9991339,0.0002758528,0.0002793857,0.00003875697,0.0001974927,0.00007467197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003783879,0.000123973,0.001075929,0.003450839,0.0000245425,0.001776357,0.0001124569,0.00006364037,0.02322398,0.001675616,0.03365406,0.9344402],"study_design_scores_gemma":[0.0000968457,0.001302934,0.008331558,0.002524452,0.00007699543,0.01296381,0.0003569277,0.0002281088,0.03577194,0.001333121,0.936976,0.00003737932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04646162,0.7440178,0.01073871,0.008965175,0.004347399,0.000608296,0.0009398822,0.001299159,0.1826219],"genre_scores_gemma":[0.272403,0.5109442,0.02722013,0.0047405,0.002383031,0.0004137043,0.001189507,0.0007261021,0.1799799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01826335,"threshold_uncertainty_score":0.06109697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024178984082358,"score_gpt":0.382851185615298,"score_spread":0.2804332872070622,"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."}}