{"id":"W4407687366","doi":"10.2196/preprints.55468","title":"Traversing Shifting Sands—the Challenges of Caring for Someone With Alzheimer's Disease and the Impact on Care Partners: Social Media Content Analysis (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Traverse; Disease; Psychology; Medicine; Geology; Computer science; World Wide Web; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007141007,0.0003334765,0.0005894113,0.01073796,0.001336545,0.003991514,0.0005147264,0.0007062942,0.002691534],"category_scores_gemma":[0.03665183,0.0002373106,0.000782439,0.01236608,0.001243905,0.003823906,0.002661654,0.0005991725,0.0004849884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002450531,"about_ca_system_score_gemma":0.004086645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009366618,"about_ca_topic_score_gemma":0.02481112,"domain_scores_codex":[0.9957674,0.001932529,0.0007888341,0.0002934861,0.0009787612,0.0002390941],"domain_scores_gemma":[0.9574844,0.03297028,0.003932293,0.0006160281,0.004538332,0.0004586071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003729104,0.0001043158,0.08467764,0.06906776,0.0007758912,0.001850887,0.4150349,0.0002680447,0.00332479,0.005417422,0.1034829,0.3156227],"study_design_scores_gemma":[0.0000364402,0.0001605277,0.2112193,0.06203303,0.0008056246,0.0009362679,0.4658391,0.0008660541,0.001351786,0.002061983,0.2545426,0.0001472731],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8162395,0.08791408,0.004949023,0.02849317,0.002171804,0.003890037,0.0312064,0.0001785195,0.02495751],"genre_scores_gemma":[0.8765103,0.07853743,0.01322468,0.006546983,0.001234956,0.004562463,0.01157653,0.0002524425,0.007554142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073796,"threshold_uncertainty_score":0.03776574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510102575769721,"score_gpt":0.3892683694203348,"score_spread":0.2382581118433626,"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."}}