{"id":"W4292554285","doi":"10.3390/ph15081025","title":"Digital Pills with Ingestible Sensors: Patent Landscape Analysis","year":2022,"lang":"en","type":"review","venue":"Pharmaceuticals","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Österreichischen Akademie der Wissenschaften","keywords":"Pill; Medicine; Health care; Medical emergency; Internet privacy; Pharmacology; Computer science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005722763,0.0006308937,0.00308066,0.001670258,0.0003301493,0.00421728,0.004374538,0.0002903702,0.01138464],"category_scores_gemma":[0.003623012,0.0003629609,0.001032402,0.009287975,0.000162028,0.001538652,0.00136974,0.001901389,0.001060479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385175,"about_ca_system_score_gemma":0.0004093659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007814796,"about_ca_topic_score_gemma":0.000001447358,"domain_scores_codex":[0.9914221,0.0009188189,0.001711157,0.001525567,0.003667959,0.000754417],"domain_scores_gemma":[0.9907423,0.006207374,0.00104896,0.001188108,0.0001927698,0.0006204399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001417567,0.00006859011,0.0008339022,0.0002512909,0.00110866,0.00006580765,0.0000457897,0.00009259582,9.725677e-9,0.00005059243,0.01558076,0.9818878],"study_design_scores_gemma":[0.000190004,0.0000293573,0.000007038648,0.0003061635,0.003929643,0.00007640641,0.0001148927,0.0004734755,4.90584e-7,0.0001303176,0.9941968,0.0005454656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003367525,0.9604104,0.0002537514,0.0002599941,0.0003339993,0.0005862423,0.0005773579,0.0001293643,0.03741528],"genre_scores_gemma":[0.0003505662,0.9908145,0.00007089506,0.0002638981,0.0002737174,0.0001381597,0.0002979249,0.00006199303,0.007728353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9813424,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4458550997843542,"score_gpt":0.5081894846777683,"score_spread":0.06233438489341403,"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."}}