{"id":"W2810789745","doi":"10.2196/resprot.9396","title":"Using Mobile Technology (pMOTAR) to Assess Reactogenicity: Protocol for a Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; U.S. Public Health Service","keywords":"Protocol (science); Reactogenicity; Randomized controlled trial; Medicine; Computer science; Medical physics; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04991709,0.00669365,0.008647704,0.003298432,0.003364546,0.00469079,0.003575831,0.007414175,0.1064722],"category_scores_gemma":[0.0456739,0.003372162,0.004926172,0.004681712,0.00460724,0.004066911,0.002277695,0.009896685,0.02239354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005807607,"about_ca_system_score_gemma":0.0177842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117869,"about_ca_topic_score_gemma":0.004397369,"domain_scores_codex":[0.9709584,0.01773448,0.003604935,0.002118622,0.003252479,0.002330962],"domain_scores_gemma":[0.9747728,0.007905197,0.005373627,0.00370805,0.005673506,0.00256674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6647632,0.03121077,0.001983397,0.08477798,0.002782147,0.0008282184,0.001918872,0.00598676,0.006501855,0.01760345,0.07181486,0.1098285],"study_design_scores_gemma":[0.7626923,0.05655089,0.005523841,0.01917315,0.001198905,0.0002329935,0.0005314048,0.004778998,0.002551356,0.009537414,0.1369366,0.0002921961],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004501912,0.00009827807,0.0009523257,0.0000676781,0.0001383834,0.9973801,0.0004562795,0.00005559096,0.000401096],"genre_scores_gemma":[0.0004733416,0.00005388962,0.001404085,0.00005375831,0.00001834102,0.9978066,0.00004765607,0.000003525369,0.0001387239],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1064722,"threshold_uncertainty_score":0.356185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8469763577722462,"score_gpt":0.7569733247580466,"score_spread":0.09000303301419965,"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."}}