{"id":"W4312142414","doi":"10.29328/journal.apps.1001034","title":"The value of medicine innovation","year":2022,"lang":"en","type":"article","venue":"Archives of Pharmacy and Pharmaceutical Sciences","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Quarter (Canadian coin); Health care; Welfare; Medicine; Marketing; Engineering; Business; Economics; Economic growth; History; Market economy","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":[0.01209223,0.001195308,0.001315532,0.003103894,0.003266912,0.01621969,0.001846089,0.00877202,0.02511064],"category_scores_gemma":[0.02204616,0.0003979063,0.0009279193,0.00167161,0.02062419,0.01187143,0.009003429,0.006335198,0.006502599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006210523,"about_ca_system_score_gemma":0.007336793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009180575,"about_ca_topic_score_gemma":0.0008275282,"domain_scores_codex":[0.9870836,0.005747589,0.000427501,0.001187407,0.004652251,0.0009016371],"domain_scores_gemma":[0.9753193,0.01450412,0.001858417,0.003202885,0.002686044,0.002429283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006539145,0.00005538598,0.0008289385,0.0006355974,0.00008576237,0.0002165702,0.0007289993,0.0006724379,0.000284423,0.9024134,0.03201895,0.06199412],"study_design_scores_gemma":[0.00004618847,0.0001093655,0.0006989396,0.001484209,0.0000415813,0.0004040703,0.0006375842,0.0005891236,0.0004220888,0.6130721,0.3824543,0.0000404365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008624255,0.08634029,0.02558434,0.2387174,0.007660896,0.0002111269,0.0005014255,0.0002739444,0.6320864],"genre_scores_gemma":[0.7065896,0.1053726,0.01781063,0.07031658,0.02281556,0.0005426622,0.0003691636,0.0002439348,0.07593928],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02511064,"threshold_uncertainty_score":0.08400345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05666896496789058,"score_gpt":0.394769782932241,"score_spread":0.3381008179643504,"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."}}