{"id":"W4230712661","doi":"10.22215/etd/2010-08691","title":"Interactions in collaborative prototyping for early design development in pediatric medications safety","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"The Internet; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01951558,0.001486002,0.0006236587,0.001779059,0.002190123,0.005402248,0.002015963,0.001901197,0.02697247],"category_scores_gemma":[0.03959044,0.001107615,0.001182576,0.0008878841,0.001972076,0.003746533,0.005711209,0.001886143,0.004404841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365481,"about_ca_system_score_gemma":0.003089238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392296,"about_ca_topic_score_gemma":0.002048074,"domain_scores_codex":[0.9711922,0.02220866,0.0009425239,0.001261358,0.00344219,0.0009529594],"domain_scores_gemma":[0.9391456,0.05048686,0.001706017,0.004012072,0.003150252,0.001499227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001355493,0.002917022,0.008622973,0.002248881,0.000151374,0.00117694,0.04749889,0.01944158,0.02101951,0.07586125,0.01932056,0.8003855],"study_design_scores_gemma":[0.001715425,0.01048626,0.02792213,0.006127146,0.0008003653,0.005801096,0.03897678,0.1536251,0.07679992,0.1374587,0.5396378,0.0006492723],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1272811,0.00139029,0.7097182,0.00178755,0.0003075342,0.002343797,0.0001651043,0.00253723,0.1544693],"genre_scores_gemma":[0.3842333,0.0008654083,0.5882544,0.0002677499,0.0000605868,0.001869614,0.000193733,0.0004547574,0.02380043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02697247,"threshold_uncertainty_score":0.1032096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07238113265684805,"score_gpt":0.4316909856583466,"score_spread":0.3593098530014986,"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."}}