{"id":"W4223502813","doi":"10.1002/pon.5935","title":"Smartphone‐based Ecological Momentary Assessment to study “scanxiety” among Adolescent and Young Adult survivors of childhood cancer: A feasibility study","year":2022,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre","funders":"Stanford Cancer Institute; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Distress; Anxiety; Psychology; Ecological validity; Anticipation (artificial intelligence); Young adult; Clinical psychology; Medicine; Developmental psychology; Psychiatry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003152939,0.0004967308,0.001593303,0.0003248398,0.0003979211,0.00001990924,0.0004657304,0.0001432176,0.001217795],"category_scores_gemma":[0.0001628893,0.000483362,0.0002275686,0.0008299738,0.0002117873,0.00007178883,0.0006020119,0.001073181,0.000004224201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099314,"about_ca_system_score_gemma":0.00090831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01640541,"about_ca_topic_score_gemma":0.04128086,"domain_scores_codex":[0.9926591,0.002471489,0.001408128,0.001444893,0.001319777,0.0006965955],"domain_scores_gemma":[0.9971488,0.0003446367,0.0005416691,0.001074728,0.0002554815,0.000634666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001974841,0.05782006,0.8988316,0.0001000217,0.0005524844,0.00006954517,0.03587638,0.00007900245,0.0003010964,0.000004009747,0.001315367,0.003075588],"study_design_scores_gemma":[0.01372242,0.02182794,0.8592689,0.00004139194,0.0004109638,0.00002876653,0.1038248,0.00006214497,0.00005438415,0.00002250454,0.0003737877,0.0003619731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982029,0.0001897288,0.00004314345,0.006680313,0.001989008,0.008320546,0.0001844428,0.0001292972,0.0004344922],"genre_scores_gemma":[0.9922671,0.00004461765,0.0005905105,0.004478814,0.0002378373,0.00224195,0.00004350151,0.00005952839,0.00003613774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06794846,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764340603872023,"score_gpt":0.3892177382975141,"score_spread":0.3515743322587939,"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."}}