{"id":"W4387237139","doi":"10.4317/jced.60816","title":"J Clin Exp Dent","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Dentistry","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pain catastrophizing; Coping (psychology); Physical therapy; Activities of daily living; Population; Correlation; Chronic pain; Clinical psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003767629,0.0001132336,0.000387525,0.000125357,0.0003633832,0.00003857601,0.0002479389,0.0002012653,0.001531195],"category_scores_gemma":[0.001314863,0.00009128196,0.0001885601,0.0002242572,0.0001929372,0.0003591272,0.0002724743,0.001111812,0.001728272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006566007,"about_ca_system_score_gemma":0.0003666999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003503943,"about_ca_topic_score_gemma":0.000002906794,"domain_scores_codex":[0.9965479,0.0006191017,0.0016912,0.0001937627,0.0005937179,0.0003542969],"domain_scores_gemma":[0.9975441,0.0009519269,0.0006880431,0.0001810018,0.000175038,0.0004598979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005183904,0.0006155346,0.9383062,0.00007750368,0.00009090544,0.0003682941,0.001118374,7.950035e-7,0.002311685,0.0002596488,0.05013571,0.006196932],"study_design_scores_gemma":[0.00254863,0.0003335858,0.9108491,0.0001452245,0.00002758442,0.0002121458,0.02419871,0.00003536111,0.001214467,0.0005716953,0.05973001,0.000133479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876275,0.00115423,0.00001296648,0.001259039,0.006502293,0.0001642267,0.000006268418,0.0000248442,0.003248627],"genre_scores_gemma":[0.9859764,0.0009374614,0.0001663178,0.0006718762,0.001690927,0.00001555512,0.000007118324,0.00002006235,0.0105143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02745712,"threshold_uncertainty_score":0.9993815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3288514437644936,"score_gpt":0.6677026346797289,"score_spread":0.3388511909152353,"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."}}