{"id":"W4206543000","doi":"10.2196/30027","title":"Feasibility of Monitoring Health and Well-being in Emerging Adults: Pilot Longitudinal Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Macquarie University; Cancer Institute NSW","keywords":"Cohort; Baseline (sea); Medicine; Representativeness heuristic; Survey data collection; Quality of life (healthcare); Longitudinal study; Descriptive statistics; Cohort study; Psychology; Gerontology; Social psychology; Nursing","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":[0.02427108,0.0006462529,0.0005364696,0.0008554083,0.001513708,0.0009376518,0.001118153,0.0009114727,0.001298137],"category_scores_gemma":[0.01573336,0.0006124466,0.0008897947,0.0006007004,0.0005129696,0.001124059,0.001817597,0.001403361,0.0007724657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00071566,"about_ca_system_score_gemma":0.003129619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00856447,"about_ca_topic_score_gemma":0.01895254,"domain_scores_codex":[0.994014,0.003720229,0.0005287915,0.0004628039,0.0007943647,0.0004797333],"domain_scores_gemma":[0.9918507,0.001556697,0.001219064,0.001345771,0.002560808,0.001467052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001545425,0.005706582,0.9626117,0.0001777772,0.0001473365,0.0003802244,0.004121638,0.0001237826,0.001728899,0.0001353245,0.00168285,0.02163831],"study_design_scores_gemma":[0.0008124565,0.01304218,0.9791508,0.00009731962,0.000101551,0.0003121402,0.003320152,0.0006369735,0.0003597289,0.00008372579,0.002054355,0.00002877235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817406,0.0001044212,0.002091867,0.0002449512,0.0000525752,0.01283508,0.001577534,0.00003884197,0.001314105],"genre_scores_gemma":[0.9643497,0.0002511788,0.00979983,0.0004793541,0.000064425,0.02256072,0.001802573,0.00001194433,0.000680312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02427108,"threshold_uncertainty_score":0.1283593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084294904665953,"score_gpt":0.4892715726890015,"score_spread":0.3808420822224062,"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."}}