{"id":"W2130338964","doi":"10.4102/sajp.v61i1.166","title":"Psychosocial factors associated with acute cervical radiculopathy","year":2005,"lang":"en","type":"article","venue":"South African Journal of Physiotherapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Anxiety; Clinical psychology; Coping (psychology); Cognition; Psychology; Pain catastrophizing; Physical therapy; Mood; Hospital Anxiety and Depression Scale; Medicine; Chronic pain; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000244025,0.0001780451,0.0004524311,0.0001464478,0.0000748993,0.00001793998,0.0001089096,0.0000857984,0.0002148458],"category_scores_gemma":[0.00006779328,0.0001065948,0.0003347791,0.0003419397,0.0001373553,0.0001149921,0.000004321606,0.0003022442,0.000006348459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426865,"about_ca_system_score_gemma":0.0001780068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002121429,"about_ca_topic_score_gemma":0.000004283089,"domain_scores_codex":[0.9985899,0.0001184747,0.0003811317,0.0001425663,0.0005329733,0.0002350069],"domain_scores_gemma":[0.9988546,0.0001084807,0.0004121024,0.0001393353,0.0002381612,0.0002473176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01277527,0.007389538,0.3229586,0.0005039051,0.01047705,0.0001376356,0.1750806,0.0003628999,0.422526,0.000649668,0.006132306,0.04100643],"study_design_scores_gemma":[0.01013782,0.005580503,0.9750885,0.0005048102,0.0002596886,0.00001991525,0.004497169,0.00007560133,0.0009575402,0.0003029084,0.002216081,0.0003594604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964864,0.0001315711,0.0003747162,0.002140216,0.0001190617,0.0001837425,0.000008826578,0.00002610944,0.0005294132],"genre_scores_gemma":[0.9978018,0.00002077463,0.0007565948,0.0004291074,0.0007561738,0.00000195095,0.000007172105,0.00003439842,0.0001919595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6521299,"threshold_uncertainty_score":0.4346808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058349730766586,"score_gpt":0.287141949087853,"score_spread":0.2765584517801871,"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."}}