{"id":"W2226203862","doi":"","title":"Patent Holdings of US Bio-therapeutic Companies in the Major Pharma Markets","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surprise; Business; International trade","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":[0.003630628,0.0001124839,0.0003259625,0.007490639,0.0005280013,0.001645679,0.0003427364,0.000547835,0.008616819],"category_scores_gemma":[0.01265966,0.00009694784,0.0004044223,0.007860086,0.0005069011,0.001435218,0.0006552225,0.0006305543,0.0009240712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007769031,"about_ca_system_score_gemma":0.0004427269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00339399,"about_ca_topic_score_gemma":0.003962931,"domain_scores_codex":[0.9984159,0.0002933433,0.0002764879,0.0001749612,0.0005131947,0.0003260189],"domain_scores_gemma":[0.9659755,0.01297226,0.01515926,0.0009204347,0.003381069,0.001591585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001086598,0.0002335406,0.8652303,0.0002592721,0.0003086207,0.0006918294,0.001463014,0.00106746,0.00455177,0.009017914,0.00623564,0.1098541],"study_design_scores_gemma":[0.00002352621,0.0003845792,0.9811457,0.00006247052,0.0001202066,0.0007162257,0.0009514809,0.0006957725,0.002439257,0.001202838,0.01222619,0.00003172199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573027,0.005856928,0.0003278594,0.0006817025,0.00002798056,0.00002920694,0.006098548,0.00002345606,0.02965161],"genre_scores_gemma":[0.9940057,0.001072479,0.0002148117,0.00008024944,0.0000398829,0.00001431506,0.001992184,0.000004204284,0.002576149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008616819,"threshold_uncertainty_score":0.02882606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441527971399771,"score_gpt":0.2554705663188018,"score_spread":0.2410552866048041,"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."}}