{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003330244,0.0002386879,0.0004391551,0.0003310111,0.0004401306,0.0002099507,0.0004542909,0.00007811376,0.0001887656],"category_scores_gemma":[0.0001678688,0.0002305721,0.00005463304,0.000682765,0.0001010974,0.0002168548,0.0001942674,0.0008191725,0.00007266912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573786,"about_ca_system_score_gemma":0.0001936614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004601133,"about_ca_topic_score_gemma":0.0001230728,"domain_scores_codex":[0.995596,0.001030116,0.0006109549,0.0009360064,0.0007501605,0.001076779],"domain_scores_gemma":[0.9985626,0.0002019229,0.0001381343,0.0004556213,0.0002288144,0.0004128987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00709382,0.002289225,0.9622834,0.00143779,0.00005430296,0.00006625919,0.01641704,9.511113e-7,0.00005676155,0.0003396053,0.00222325,0.007737536],"study_design_scores_gemma":[0.03686637,0.03913202,0.832168,0.004006453,0.000002601462,0.00001046128,0.0132919,0.0001197361,0.0002557454,0.001256615,0.07227407,0.0006160305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04112257,0.000003932027,0.00004152187,0.0009121592,0.00001937765,0.9561219,0.000001867984,0.00009023645,0.001686501],"genre_scores_gemma":[0.04415149,5.340083e-7,0.0001268585,0.000075055,0.0006598819,0.9546233,0.000001335712,0.00006351787,0.0002980265],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1301155,"threshold_uncertainty_score":0.9402457,"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."}}