{"id":"W4410294412","doi":"10.2196/70648","title":"Determinant Factors of Stress in Caregivers of Patients With Schizophrenia: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Preprint; Schizophrenia (object-oriented programming); Psychology; Stress (linguistics); Clinical psychology; Medicine; Psychiatry; Computer science","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":[0.0008203845,0.0002817776,0.000389745,0.0006125461,0.0006477954,0.0004843548,0.0001851742,0.0003011215,0.0007880424],"category_scores_gemma":[0.001763201,0.0003987776,0.000300155,0.0006817023,0.0002551969,0.0003831119,0.0005301476,0.0005435601,0.0001658546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655259,"about_ca_system_score_gemma":0.0004953119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00570956,"about_ca_topic_score_gemma":0.01008317,"domain_scores_codex":[0.9995562,0.0001396218,0.00007590282,0.00005492075,0.00009139958,0.00008189116],"domain_scores_gemma":[0.9990423,0.0001432979,0.0004285428,0.00004719087,0.0001292869,0.0002092578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002524685,0.00004942013,0.9988543,0.00001191976,0.00001112368,0.00005340605,0.0004191423,0.000007564922,0.00006628949,0.000003594683,0.00003591279,0.00046205],"study_design_scores_gemma":[0.000005709016,0.0002234398,0.9964746,0.00001560139,0.000014373,0.0002943642,0.00272428,0.00006104486,0.000025553,0.000008764479,0.0001488712,0.000003460528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997116,0.00009477198,0.0000205971,0.00001664477,0.000003130533,0.0000100616,0.00005919632,4.52908e-7,0.00008359946],"genre_scores_gemma":[0.9995845,0.0001546366,0.00005822055,0.00002440102,0.000004462548,0.00001647281,0.0001091473,3.673273e-7,0.00004783587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00570956,"threshold_uncertainty_score":0.01135266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800460652076321,"score_gpt":0.4152857026229491,"score_spread":0.3772810961021859,"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."}}