{"id":"W4379548994","doi":"10.36648/2386-5180.22.10.397","title":"Scrutinizing Type 1 Diabetes the Executives Proposals for Competitors","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Competitor analysis; Type 2 diabetes; Type (biology); Business; Industrial organization; Diabetes mellitus; Marketing; Medicine; Biology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.07641885,0.0003868223,0.0005992396,0.002460518,0.008329537,0.01701161,0.002468008,0.007665121,0.00718548],"category_scores_gemma":[0.1615168,0.0004922535,0.0004947796,0.003000516,0.007032081,0.003968694,0.004658511,0.008560297,0.00154555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009959713,"about_ca_system_score_gemma":0.03047826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008716941,"about_ca_topic_score_gemma":0.01782461,"domain_scores_codex":[0.9259109,0.02873447,0.005412469,0.003989116,0.02754159,0.008411457],"domain_scores_gemma":[0.8069641,0.09250904,0.01852564,0.007459024,0.05612257,0.01841968],"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":[0.0005306548,0.0004462092,0.07080099,0.0009938446,0.00008983471,0.005177064,0.056335,0.00130352,0.004113392,0.2701908,0.3958023,0.1942165],"study_design_scores_gemma":[0.00005745831,0.000364414,0.02874753,0.001223201,0.00005918862,0.0007877816,0.05370152,0.0008263075,0.001332255,0.01981188,0.8928877,0.000200771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2633683,0.007266185,0.01022631,0.4822071,0.01216771,0.0006176796,0.0003632775,0.0001501073,0.2236334],"genre_scores_gemma":[0.807661,0.003642795,0.01197391,0.09107627,0.005090308,0.0004695706,0.0004022319,0.0002338426,0.07945015],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07641885,"threshold_uncertainty_score":0.4041464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337339682933749,"score_gpt":0.2712196882499526,"score_spread":0.2278462914206151,"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."}}