{"id":"W7118160689","doi":"10.65393/qcpr1945","title":"PATENT LINKAGE: NEXUS BETWEEN INNOVATION, ACCESS, AND REGULATORY AUTHORITY","year":2025,"lang":"","type":"article","venue":"Indian Journal of Legal Review","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectual property; Discretion; Patent infringement; Linkage (software); Incentive; Generic drug; Biosimilar; Premise; Pharmaceutical industry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004485046,0.0003677792,0.001854397,0.001047269,0.0002142419,0.0005468798,0.0008631281,0.0002700222,0.0004669542],"category_scores_gemma":[0.001066596,0.0004082676,0.0003735151,0.001542306,0.0002178078,0.001265979,0.0002878566,0.001318389,0.00008061532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231372,"about_ca_system_score_gemma":0.0007584207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002943051,"about_ca_topic_score_gemma":0.000003228454,"domain_scores_codex":[0.994611,0.0001240005,0.004251786,0.0004250472,0.00008581468,0.0005023989],"domain_scores_gemma":[0.9955403,0.000192717,0.003089561,0.0004338271,0.0003557877,0.0003878334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004312523,0.0001954863,0.1109358,0.01188681,0.001128815,0.0001432053,0.0002194763,0.00001283995,0.000002226092,0.5540546,0.04104926,0.2803284],"study_design_scores_gemma":[0.0009202093,0.0001160372,0.06360267,0.00573111,0.0002129464,0.00006522409,0.000006601574,0.00004817532,0.00002116455,0.05810414,0.8708012,0.0003705893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0939615,0.8112371,0.0005546017,0.07293612,0.00274201,0.0007122635,0.0003735007,0.000009303007,0.01747362],"genre_scores_gemma":[0.6502569,0.3369635,0.00009879763,0.01134384,0.0007510286,0.000004763249,0.000006587174,0.0000238856,0.0005507433],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8297518,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126082477794947,"score_gpt":0.3632457093283946,"score_spread":0.2371632315334476,"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."}}