{"id":"W2883638496","doi":"10.22270/ijdra.v3i4.172","title":"DMF FILING IN US, EUROPE AND CANADA","year":2018,"lang":"en","type":"article","venue":"International Journal of Drug Regulatory Affairs","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; Drug; Discretion; Business; Product (mathematics); Process (computing); Computer science; Internet privacy; Database; Law; Computer security; Political science; Pharmacology; Medicine; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004213419,0.0007206089,0.000819161,0.008132717,0.0110092,0.007391561,0.002401608,0.002198106,0.12883],"category_scores_gemma":[0.02099622,0.0008294923,0.0007980087,0.007924731,0.00169462,0.001517139,0.00204917,0.002264856,0.04343988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0437808,"about_ca_system_score_gemma":0.164959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9476745,"about_ca_topic_score_gemma":0.9576411,"domain_scores_codex":[0.9887944,0.0003338634,0.0004624604,0.0007420077,0.007987543,0.001679717],"domain_scores_gemma":[0.9679795,0.001200204,0.0006907476,0.001159774,0.02734557,0.001624235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008906849,0.00006516732,0.003779152,0.0002203989,0.0000166833,0.0002858355,0.0007533575,0.0001922715,0.001468427,0.0313409,0.8997964,0.0619923],"study_design_scores_gemma":[0.00001059828,0.00001053292,0.01189322,0.0001649979,0.000009492066,0.00006161964,0.0004492689,0.0001307839,0.001073189,0.0004622417,0.9857062,0.00002797365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01316241,0.002822572,0.002411324,0.008566,0.002252985,0.00132449,0.04577642,0.00163154,0.9220523],"genre_scores_gemma":[0.0399584,0.003319644,0.004567766,0.004596215,0.0002599347,0.00032526,0.02039892,0.0007163658,0.9258575],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9476745,"threshold_uncertainty_score":0.4309793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007224715325814822,"score_gpt":0.2572803179572266,"score_spread":0.2500556026314117,"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."}}