{"id":"W4396722029","doi":"10.2196/50620","title":"Monitoring Adolescent and Young Adult Patients With Cancer via a Smart T-Shirt: Prospective, Single-Cohort, Mixed Methods Feasibility Study (OncoSmartShirt Study)","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Cohort; Gerontology; Psychology; Surgery; Internal 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":[0.003445225,0.0005782146,0.0008280835,0.0007260218,0.001117924,0.0009019575,0.0006593987,0.000810309,0.001652748],"category_scores_gemma":[0.002546586,0.0009983948,0.001208332,0.0007463568,0.0004897323,0.001075867,0.0008923482,0.0009998026,0.0006318438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798913,"about_ca_system_score_gemma":0.0008557413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003605029,"about_ca_topic_score_gemma":0.006788829,"domain_scores_codex":[0.9981494,0.0007545567,0.0002314953,0.0003219442,0.000297848,0.0002447053],"domain_scores_gemma":[0.9979709,0.0003292617,0.0007367812,0.0002469516,0.0003258791,0.0003902599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003625076,0.004669168,0.9842009,0.0001683561,0.0003203505,0.0002405347,0.001315639,0.00003352361,0.0008420246,0.00005877065,0.0003433086,0.004182225],"study_design_scores_gemma":[0.001131297,0.01497424,0.9791084,0.00008010675,0.0003070559,0.0005612827,0.002343748,0.0002195035,0.0002399061,0.00004503865,0.0009593016,0.00003007793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980552,0.0002022277,0.0002306792,0.00002979609,0.00001180337,0.0008361244,0.0003573508,0.000003394596,0.0002734724],"genre_scores_gemma":[0.9955721,0.000282702,0.00125173,0.0002404832,0.00003394209,0.001652375,0.0005793194,0.000004935547,0.0003824393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003605029,"threshold_uncertainty_score":0.01822031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04897507196752917,"score_gpt":0.4084912860717088,"score_spread":0.3595162141041797,"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."}}