{"id":"W4411657205","doi":"10.51847/vzihyzu","title":"10.51847/VziHyZu","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dosage form; Medicine; Process engineering; Pharmacology; Engineering","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":[0.00046539,0.001178304,0.0007146418,0.001924499,0.001289267,0.002901654,0.001034886,0.002345961,0.9596936],"category_scores_gemma":[0.001033018,0.0004221389,0.0004934279,0.00122496,0.0007277358,0.002304763,0.00292334,0.001147482,0.9642096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006585032,"about_ca_system_score_gemma":0.00058291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785763,"about_ca_topic_score_gemma":0.00125511,"domain_scores_codex":[0.9997038,0.00002726836,0.00002392498,0.00008950762,0.00009420176,0.00006123778],"domain_scores_gemma":[0.999346,0.00009670964,0.00003971175,0.0001120419,0.0001616203,0.0002440023],"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":[0.0002454882,0.0002340313,0.001281226,0.0003234866,0.00001548915,0.0003212999,0.0001327773,0.0002248833,0.00310805,0.005451857,0.2545148,0.7341466],"study_design_scores_gemma":[0.00004117844,0.00006669593,0.001315114,0.0002303507,0.00001127613,0.0006015841,0.0001346257,0.000270699,0.0008134769,0.001484559,0.9950128,0.00001763963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001185453,0.0007039176,0.001593721,0.0005556635,0.0005714525,0.00008500375,0.0008485261,0.002107718,0.9923486],"genre_scores_gemma":[0.004089688,0.0004215681,0.001041732,0.0004516839,0.0001116281,0.00004189623,0.0008399793,0.0002858605,0.9927159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04030639,"threshold_uncertainty_score":0.0574922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03181115870114502,"score_gpt":0.301393440598734,"score_spread":0.269582281897589,"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."}}