{"id":"W3154414325","doi":"10.7202/1076231ar","title":"Pain as Sign and Symptom: A Semiotic Analysis of Nursing Clinical Practice and Research","year":2021,"lang":"en","type":"article","venue":"Recherches sémiotiques","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Semiotics; Health care; Sign (mathematics); Psychology; Physical therapy; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02806711,0.0001563239,0.0007069369,0.0006207831,0.00006258861,0.00005178295,0.0001006062,0.0003596534,0.00002606159],"category_scores_gemma":[0.04606479,0.0001519315,0.000145759,0.001843946,0.0003684891,0.0001698696,0.000146918,0.0008330704,0.000002122513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403881,"about_ca_system_score_gemma":0.0003354636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002063745,"about_ca_topic_score_gemma":0.00001486617,"domain_scores_codex":[0.991231,0.00677024,0.0006020122,0.0005579477,0.0005171078,0.0003217279],"domain_scores_gemma":[0.9836465,0.01484673,0.0001702099,0.0005208018,0.0006019117,0.000213899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006815897,0.002720542,0.5967225,0.001169119,0.006027639,0.0007975146,0.006153938,0.000002166657,0.007651579,0.008302417,0.01758773,0.3521833],"study_design_scores_gemma":[0.001931249,0.003408357,0.8809447,0.002666547,0.01671342,0.0002680687,0.01113565,0.01093855,0.009288901,0.05297059,0.00884115,0.0008927836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896003,0.01590442,0.01879196,0.0215471,0.0000449578,0.0009568997,0.000004733678,0.0003946518,0.05275498],"genre_scores_gemma":[0.8753286,0.01893814,0.1036691,0.0009617668,0.0001366995,0.00001556452,0.00001898448,0.00002903637,0.0009021563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3512905,"threshold_uncertainty_score":0.9727556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3046905314179355,"score_gpt":0.5546696922239847,"score_spread":0.2499791608060492,"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."}}