{"id":"W7132125614","doi":"","title":"Opdivo: The Hard Way to Birth (B)","year":2023,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Multinational corporation; Biopharmaceutical; Foundation (evidence); Intellectual property; Pharmaceutical industry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003994206,0.000573053,0.0004415143,0.0005999967,0.0007708052,0.0001590314,0.001101218,0.0004557146,0.0008080364],"category_scores_gemma":[0.0003895935,0.0004256456,0.0002987017,0.0007740657,0.0007712391,0.000102916,0.0003702539,0.0006152829,0.06876465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524657,"about_ca_system_score_gemma":0.0008029704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009182351,"about_ca_topic_score_gemma":0.000634703,"domain_scores_codex":[0.9965504,0.0001409911,0.000466543,0.0009020545,0.001367414,0.0005726146],"domain_scores_gemma":[0.9977996,0.0001341156,0.0002882217,0.001326796,0.0001416307,0.0003096214],"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":[0.00003298505,0.00005610517,0.0001986708,0.00004974769,0.0002473459,0.0004147088,0.00006974992,0.0003616867,0.001080645,0.02442823,0.9726003,0.0004598699],"study_design_scores_gemma":[0.00023007,0.00002894017,0.004252318,0.0005093787,0.00006969518,0.0002070575,0.00002801556,0.00001437985,0.0003554666,0.00008913101,0.9936804,0.0005352003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003021926,0.001143321,0.0001247421,0.0002525221,0.009816976,0.0009210279,0.0007011956,0.003260824,0.9834772],"genre_scores_gemma":[0.005560685,0.00004181853,0.0004350895,0.0004645562,0.004919605,0.0003775287,0.00007736497,0.002309566,0.9858138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06795661,"threshold_uncertainty_score":0.9998195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204117910492834,"score_gpt":0.2533865080142579,"score_spread":0.2313453289093296,"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."}}