{"id":"W4384131450","doi":"10.1038/s41393-023-00914-1","title":"Evaluating the role of social media in providing support for family caregivers of individuals with spinal cord injury","year":2023,"lang":"en","type":"article","venue":"Spinal Cord","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; BC Children's Hospital; University of British Columbia; GF Strong Rehabilitation Centre","funders":"Craig H. Neilsen Foundation","keywords":"Social support; Spouse; Social media; Medicine; Interpersonal relationship; Mental health; Spinal cord injury; Psychology; Social psychology; Psychiatry; World Wide Web; Spinal cord; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967964,0.0002113974,0.0005644266,0.0004897734,0.0001321907,0.00001624644,0.0003637112,0.0001108047,0.00004506479],"category_scores_gemma":[0.0008810909,0.0001554272,0.0001477626,0.001317961,0.000343071,0.0001063115,0.0001703052,0.0004100861,0.00001288142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395866,"about_ca_system_score_gemma":0.000952105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001464578,"about_ca_topic_score_gemma":0.0000631185,"domain_scores_codex":[0.9970883,0.0001225835,0.0005684267,0.0003701941,0.001285433,0.0005651353],"domain_scores_gemma":[0.9985464,0.000200839,0.0003171024,0.0003010755,0.0005350502,0.00009948899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2451375,0.0002101406,0.07003549,0.001301475,0.0002529238,0.0000551338,0.001503188,0.000004525961,0.1970197,0.001851691,0.001338198,0.48129],"study_design_scores_gemma":[0.006248014,0.296903,0.5946378,0.001378718,0.0004920514,0.00004524772,0.0467151,0.0006433123,0.0463197,0.0017012,0.004351805,0.000564058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967852,0.0001218548,0.0000209362,0.0004605367,0.0001118955,0.001413411,0.00008295535,0.00004189292,0.0009613466],"genre_scores_gemma":[0.9981867,0.00001422769,0.001096754,0.00005485304,0.0001945698,0.0001955445,0.00004868348,0.00004365763,0.0001650229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5246024,"threshold_uncertainty_score":0.6338137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730893120294356,"score_gpt":0.4715717545648142,"score_spread":0.2984824425353786,"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."}}