{"id":"W4411660649","doi":"10.51847/delznbwyua","title":"10.51847/DeLzNBwyUa","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National University of Singapore","keywords":"Pharmacy; Mobile apps; Pharmacy practice; Medical education; Medicine; World Wide Web; Computer science; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007117092,0.0001936967,0.0002153104,0.00007055936,0.0002125366,0.00002201904,0.0003627036,0.0001979491,0.9988264],"category_scores_gemma":[0.0001694978,0.0001832703,0.00008009017,0.0002349941,0.0001154651,0.0002187355,0.00005563829,0.0006882718,0.9883684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003507001,"about_ca_system_score_gemma":0.0000612419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008579977,"about_ca_topic_score_gemma":1.037543e-7,"domain_scores_codex":[0.998395,0.0003293474,0.0002715194,0.0002996467,0.0001938863,0.0005106484],"domain_scores_gemma":[0.9986152,0.0004480162,0.00005191264,0.0001992015,0.00004326832,0.0006423801],"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":[0.0005679833,0.0002044882,0.000001038935,0.000008504743,0.00006445164,0.0000409031,0.00003657952,0.00009976824,0.0009197613,0.000004611697,0.2623132,0.7357387],"study_design_scores_gemma":[0.0009360812,0.0001463778,0.00002145508,0.000006927187,0.000112927,0.00003262896,0.000001704183,0.0008483031,0.00100048,0.00001012813,0.9966509,0.0002321204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005582702,0.0002786638,9.282492e-7,0.004181941,0.00004000372,0.0002815661,0.00003319501,0.000217207,0.9893838],"genre_scores_gemma":[0.005103246,0.00001543162,0.00005794496,0.006028476,0.0004809133,0.00004505742,0.00002109028,0.00002426269,0.9882236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7355065,"threshold_uncertainty_score":0.7473545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08442866549928506,"score_gpt":0.40211070343303,"score_spread":0.3176820379337449,"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."}}