{"id":"W4386599734","doi":"10.1021/cen-10130-buscon17","title":"Otsuka to buy Mindset Pharma","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Business; Marketing; Computer science; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006710642,0.0008318551,0.0004823862,0.0008526101,0.001191144,0.002965009,0.000518865,0.00225991,0.3568775],"category_scores_gemma":[0.001931511,0.0004086843,0.000483927,0.0004777252,0.0004490359,0.00169602,0.001113309,0.00224477,0.126862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113499,"about_ca_system_score_gemma":0.00409244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003926059,"about_ca_topic_score_gemma":0.01250763,"domain_scores_codex":[0.9993355,0.0000288109,0.00002564281,0.0001131129,0.0003736642,0.0001233144],"domain_scores_gemma":[0.9979504,0.00009015109,0.0001176183,0.00009337657,0.0005102193,0.001238207],"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":[0.000416559,0.000201874,0.001108462,0.0003546505,0.00002124774,0.0005792354,0.0001106856,0.00004533893,0.002822757,0.005905021,0.851124,0.1373102],"study_design_scores_gemma":[0.0001408447,0.0002097732,0.002445934,0.0001972596,0.00002277213,0.0006255001,0.00009915583,0.0001097851,0.0004913176,0.0009299832,0.9947106,0.00001716806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009675473,0.0132388,0.002179336,0.02562474,0.007395888,0.0003392117,0.003038663,0.003435593,0.9350724],"genre_scores_gemma":[0.03759732,0.006989933,0.002281236,0.01053671,0.001517333,0.0001218316,0.003244908,0.0005340031,0.9371767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3568775,"threshold_uncertainty_score":0.9173362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623029445975778,"score_gpt":0.3940945519715999,"score_spread":0.3678642575118421,"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."}}