{"id":"W2090103217","doi":"10.1136/bmj.e2941","title":"Implications of \"not me\" drugs for health systems: lessons from age related macular degeneration","year":2012,"lang":"en","type":"article","venue":"BMJ","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Hotel Dieu Hospital; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Macular degeneration; Degeneration (medical); Medicine; Optometry; Data science; Ophthalmology; Computer science","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":[0.02692199,0.0007508773,0.001294518,0.001416115,0.006550749,0.009632706,0.002727727,0.02520445,0.01145726],"category_scores_gemma":[0.07153147,0.0004546185,0.001632291,0.001818244,0.01801067,0.0189199,0.007590344,0.02146756,0.001258346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213733,"about_ca_system_score_gemma":0.02351237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02988816,"about_ca_topic_score_gemma":0.03820893,"domain_scores_codex":[0.9784969,0.01561063,0.0006597859,0.000701423,0.002148716,0.002382524],"domain_scores_gemma":[0.9164083,0.05913319,0.002898244,0.001983666,0.01071236,0.008864176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002503935,0.0002078641,0.004008096,0.0009879532,0.0001617245,0.001359441,0.006522695,0.001706823,0.0001618203,0.4518336,0.4631307,0.06966885],"study_design_scores_gemma":[0.0003350961,0.0001862758,0.0050256,0.003007538,0.00009150651,0.0005639395,0.01777593,0.0008612768,0.000254889,0.5489096,0.4228372,0.0001512137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009450743,0.008089001,0.0002484448,0.9857923,0.001190552,0.000003505732,0.000023183,0.000006088457,0.003701792],"genre_scores_gemma":[0.2058556,0.05014661,0.001884711,0.7258807,0.01186429,0.0000925312,0.00005992843,0.00004575706,0.004169813],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02988816,"threshold_uncertainty_score":0.1423788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05767823137442788,"score_gpt":0.4019436420906187,"score_spread":0.3442654107161908,"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."}}