{"id":"W3020462683","doi":"10.2196/16108","title":"Monitoring Health and Well-Being in Emerging Adults: Protocol for a Pilot Longitudinal Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Macquarie University","keywords":"Cohort; Medicine; Longitudinal study; Quality of life (healthcare); Gerontology; Cohort study; Representativeness heuristic; Data collection; Family medicine; 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":[0.04977343,0.002902102,0.003598768,0.002514248,0.004755389,0.002272071,0.002944834,0.003151339,0.05904826],"category_scores_gemma":[0.02770798,0.002652619,0.003084868,0.002594497,0.001784139,0.00284781,0.002229491,0.005662327,0.01167668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004454507,"about_ca_system_score_gemma":0.02292766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006651193,"about_ca_topic_score_gemma":0.01477169,"domain_scores_codex":[0.9816172,0.01148012,0.002869083,0.001260588,0.001581216,0.001191805],"domain_scores_gemma":[0.9810436,0.00460763,0.002446136,0.003241642,0.006515319,0.002145588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1700106,0.04643596,0.03293164,0.05669435,0.001984907,0.00298157,0.01393149,0.007757674,0.008180538,0.01660452,0.3554267,0.2870601],"study_design_scores_gemma":[0.2310743,0.05562323,0.1277787,0.02778091,0.001481261,0.001123184,0.009069161,0.008720146,0.005071481,0.01722024,0.514091,0.0009664581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001659386,0.00007615548,0.001829121,0.0001225226,0.00008830114,0.9930646,0.002464974,0.00005191437,0.0006430027],"genre_scores_gemma":[0.0008262367,0.00004296421,0.001920439,0.00006866388,0.00001069215,0.9966604,0.0003061693,0.000002593449,0.0001618421],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05904826,"threshold_uncertainty_score":0.2632302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3310739122220825,"score_gpt":0.6031203722502768,"score_spread":0.2720464600281943,"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."}}