{"id":"W2785795619","doi":"10.2196/resprot.9096","title":"Increasing Physical Activity Amongst Overweight and Obese Cancer Survivors Using an Alexa-Based Intelligent Agent for Patient Coaching: Protocol for the Physical Activity by Technology Help (PATH) Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Coaching; Health coaching; Psychological intervention; Randomized controlled trial; Intervention (counseling); Overweight; Protocol (science); mHealth; Physical therapy; Computer science; Medicine; Psychology; Nursing; Alternative medicine; Obesity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001679424,0.0004085467,0.0006507238,0.0002275075,0.000913956,0.0001945946,0.0003712323,0.0002548358,0.00002443798],"category_scores_gemma":[0.0004680171,0.0002817056,0.0002475356,0.0006264074,0.001047645,0.000267153,0.000293434,0.0009097787,0.00000192974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006510607,"about_ca_system_score_gemma":0.0008030093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852153,"about_ca_topic_score_gemma":0.001354837,"domain_scores_codex":[0.9958332,0.0008476316,0.0002649824,0.0009457454,0.001078626,0.001029834],"domain_scores_gemma":[0.9966308,0.001155078,0.0002342888,0.0008443512,0.0008022178,0.0003332472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.4107906,0.02351618,0.006322299,0.004563344,0.0002498796,0.00001246742,0.003685846,0.00001627003,0.1475883,0.0001835632,0.003235912,0.3998353],"study_design_scores_gemma":[0.05324965,0.03837603,0.001368495,0.003579361,0.00008338317,0.00001127248,0.001249493,0.09818435,0.5732583,0.0004120497,0.2292928,0.0009348076],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4681419,0.000001407339,0.001773305,0.0003699522,0.00002365943,0.5295099,0.0001040029,0.00006036965,0.00001555725],"genre_scores_gemma":[0.3676703,1.850744e-7,0.00009278276,0.0000306667,0.0008065049,0.6312979,0.000006721074,0.00005980094,0.00003504368],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.42567,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2229834761308055,"score_gpt":0.5362384027034443,"score_spread":0.3132549265726387,"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."}}