{"id":"W791483550","doi":"","title":"Minimally Invasive Copolymers For Ocular Therapeutics","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Copolymer; Medicine; Computer science; 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":[0.0002164939,0.0003778524,0.0001226825,0.00031948,0.0002107618,0.0004525625,0.0001389318,0.0004062469,0.004710006],"category_scores_gemma":[0.0002004379,0.0001206336,0.000150147,0.0001587901,0.00018859,0.0007856562,0.0003723598,0.0005785931,0.001097849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416921,"about_ca_system_score_gemma":0.0002326216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155146,"about_ca_topic_score_gemma":0.0003556442,"domain_scores_codex":[0.9999086,0.00001873774,0.000005408521,0.00001564178,0.00003255006,0.0000191316],"domain_scores_gemma":[0.9999224,0.00001657837,0.00002833758,0.000006358799,0.00001174989,0.00001452191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001765754,0.0001223649,0.0004107895,0.0004446533,0.00001981224,0.0003799943,0.00006830793,0.0005387846,0.8737386,0.02244772,0.003392186,0.09826032],"study_design_scores_gemma":[0.00005233824,0.001005422,0.00186514,0.0001413878,0.00003979038,0.001271487,0.00007506415,0.002778709,0.8621362,0.003781551,0.1268277,0.00002517136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.57897,0.1736357,0.1122517,0.003544308,0.002500797,0.0005267764,0.0006224471,0.000734399,0.1272138],"genre_scores_gemma":[0.8898135,0.03569434,0.03030121,0.0009187838,0.0004184996,0.0002363177,0.0002833465,0.00006221799,0.0422718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004710006,"threshold_uncertainty_score":0.01575661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528697309440237,"score_gpt":0.3463841825410263,"score_spread":0.3010972094466239,"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."}}