{"id":"W4249202305","doi":"10.1208/s12248-018-0273-y","title":"The Journey to AAPS 2020: a Reflection from Strategic Planning to PharmSci 360","year":2018,"lang":"en","type":"editorial","venue":"The AAPS Journal","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reflection (computer programming); Medicine; Medical physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005138032,0.0002265468,0.0002141502,0.0001463656,0.004303454,0.001634043,0.001270266,0.0003555094,0.0006253744],"category_scores_gemma":[0.002318755,0.0001392928,0.0001129474,0.0008533708,0.0001993291,0.0002854653,0.00006038948,0.00185528,0.0004733223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006364575,"about_ca_system_score_gemma":0.002271769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009890049,"about_ca_topic_score_gemma":0.001191158,"domain_scores_codex":[0.9961448,0.000736186,0.0005250651,0.0002843303,0.001747185,0.0005624082],"domain_scores_gemma":[0.9964736,0.00127833,0.0005196215,0.0002765428,0.001153231,0.0002986855],"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":[0.0001163648,0.00001681796,0.00001083929,0.000001696428,0.0000643215,0.000002764902,0.02162427,0.00002247159,0.0001333229,0.0007780202,0.9762906,0.0009384705],"study_design_scores_gemma":[0.0001341104,0.0001270296,0.00006766235,0.0001585933,0.00004438182,0.000004697243,0.02246195,0.000002280324,0.00002564579,0.02411497,0.9526693,0.0001893388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.007990226,0.0005051075,0.0001627336,0.05619035,0.9160675,0.000323862,0.00003644924,0.00003949228,0.0186843],"genre_scores_gemma":[0.01311712,0.0002953218,0.0001875307,0.001016043,0.9769895,0.00002071463,0.00004130048,0.00003357007,0.008298899],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06092201,"threshold_uncertainty_score":0.9994023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.14422624943347,"score_gpt":0.4468635017053277,"score_spread":0.3026372522718577,"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."}}