{"id":"W3159888896","doi":"10.1097/phm.0000000000001768","title":"Validity and Diagnosis in Physical and Rehabilitation Medicine: Critical View and Future Perspectives.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Fibromyalgia; Chronic pain; Physical therapy; Conceptualization; Medical diagnosis; Disease; Perspective (graphical); Etiology; Rehabilitation; Construct (python library); MEDLINE; Physical medicine and rehabilitation; Intensive care medicine; Psychiatry; Pathology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1494087,0.000904464,0.001960224,0.009035573,0.0037619,0.01210172,0.003283177,0.005813446,0.002237622],"category_scores_gemma":[0.2313126,0.000631979,0.001026113,0.0044598,0.0346209,0.02268952,0.006746245,0.009698112,0.0004003177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01315721,"about_ca_system_score_gemma":0.02156612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00638991,"about_ca_topic_score_gemma":0.006287336,"domain_scores_codex":[0.9429745,0.04262701,0.004078693,0.001658969,0.007774039,0.0008867075],"domain_scores_gemma":[0.5940305,0.3614787,0.008166782,0.004827762,0.02845194,0.003044375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002138964,0.0001455315,0.01324929,0.01558563,0.0003494546,0.0009905715,0.03151679,0.0006376693,0.0002290807,0.4696665,0.09280702,0.3746086],"study_design_scores_gemma":[0.0000929407,0.0003911278,0.01769996,0.08682709,0.0003258914,0.004153942,0.07532058,0.002589403,0.0006032689,0.5625845,0.2491146,0.0002966941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00248565,0.6460705,0.005174608,0.3342879,0.00749636,0.00008326723,0.00004673952,0.00001822975,0.004336796],"genre_scores_gemma":[0.2729461,0.5897184,0.02545297,0.07422403,0.03497565,0.0007433267,0.0001600527,0.00005360911,0.001725801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1494087,"threshold_uncertainty_score":0.7901584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182822170768777,"score_gpt":0.2651789317277783,"score_spread":0.2333507100200905,"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."}}