{"id":"W2898621353","doi":"10.1186/s41120-018-0028-y","title":"The journey to AAPS 2020: a reflection from strategic planning to PharmSci 360","year":2018,"lang":"en","type":"article","venue":"AAPS Open","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reflection (computer programming); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03889645,0.0009213985,0.0006964055,0.001364529,0.01752738,0.02659966,0.002277947,0.02041033,0.01237787],"category_scores_gemma":[0.04858823,0.0008654288,0.00134585,0.002243627,0.01137874,0.01425751,0.02195381,0.05287732,0.001793425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03117276,"about_ca_system_score_gemma":0.1195372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05043894,"about_ca_topic_score_gemma":0.07837912,"domain_scores_codex":[0.9747822,0.01038236,0.0008840151,0.0009756474,0.004327531,0.00864818],"domain_scores_gemma":[0.9489753,0.01414423,0.001563962,0.0005639181,0.00657672,0.02817588],"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":[0.0001486379,0.000328457,0.002371722,0.0006442352,0.00004555006,0.002216694,0.06897745,0.001082662,0.0008995862,0.163494,0.7043062,0.05548488],"study_design_scores_gemma":[0.000026237,0.0001020371,0.001847273,0.001037342,0.00001045583,0.0002697814,0.1092047,0.000369214,0.0003253226,0.02275598,0.86395,0.0001018176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007994317,0.003133533,0.001049074,0.9589861,0.008067362,0.00004727261,0.00008193884,0.00003867919,0.02060174],"genre_scores_gemma":[0.3963409,0.01651411,0.007675231,0.5411958,0.004362949,0.0002587621,0.0002362534,0.000268397,0.03314769],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05043894,"threshold_uncertainty_score":0.2261752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3036914571954227,"score_gpt":0.4955505359048926,"score_spread":0.1918590787094699,"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."}}