{"id":"W4406571410","doi":"10.1016/j.ynpm.2015.01.006","title":"10.1016/j.ynpm.2015.01.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Regulatory science; Business; Engineering ethics; Political science; Medicine; Engineering; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008571481,0.0007132136,0.0004134335,0.001202904,0.000737509,0.002578015,0.0007362465,0.003179608,0.8661957],"category_scores_gemma":[0.001877012,0.000312237,0.000327569,0.0006463795,0.0007599135,0.002346693,0.001239854,0.001198211,0.8233421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007875162,"about_ca_system_score_gemma":0.001393524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755843,"about_ca_topic_score_gemma":0.002081769,"domain_scores_codex":[0.9997274,0.00003149329,0.0000246741,0.00006228213,0.00009437736,0.00005973995],"domain_scores_gemma":[0.9986898,0.0001901603,0.0001683523,0.0000667439,0.0002698186,0.0006151859],"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":[0.0001564404,0.0001623515,0.0044486,0.0004237914,0.00002003004,0.0003364379,0.0001308781,0.0001008791,0.000458346,0.004907417,0.2952178,0.693637],"study_design_scores_gemma":[0.00003105913,0.00006453221,0.004369184,0.0009256199,0.00001850256,0.002114003,0.0003068527,0.0001403409,0.000243435,0.003425122,0.9883459,0.00001551922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003770674,0.01486604,0.001788816,0.01344668,0.002894646,0.0000790204,0.001639436,0.00124446,0.9602703],"genre_scores_gemma":[0.01470919,0.006903272,0.00197266,0.002975432,0.00108937,0.00006404341,0.0009951689,0.0001810262,0.9711099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1338043,"threshold_uncertainty_score":0.1908556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718863236645441,"score_gpt":0.2982406097995381,"score_spread":0.2710519774330837,"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."}}