{"id":"W4315927872","doi":"10.1002/lary.30564","title":"Does Platelet‐Rich Plasma Have a Therapeutic Role in Hair Restoration?","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Platelet-rich plasma; Dermatology; Platelet; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003147613,0.0001314855,0.0002001392,0.0001508869,0.0001034777,0.00002493549,0.000136606,0.00008314171,0.0001558096],"category_scores_gemma":[0.00007265815,0.00006609715,0.0000477276,0.0005542681,0.00006813469,0.00008452572,0.00004559314,0.0002333163,0.0008481835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003281371,"about_ca_system_score_gemma":0.00009694119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002258376,"about_ca_topic_score_gemma":0.0008179672,"domain_scores_codex":[0.9989684,0.00007586875,0.0001969736,0.0002007416,0.0002244714,0.0003335136],"domain_scores_gemma":[0.9994269,0.0001165618,0.00003489189,0.0003170859,0.00002787016,0.00007669422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003415427,0.001094616,0.7735209,0.0005099902,0.0005482138,0.0007793501,0.04444938,0.00119107,0.04409816,0.006881086,0.05687921,0.06663251],"study_design_scores_gemma":[0.008895637,0.0007888731,0.777091,0.0002962163,0.000133539,0.00005385443,0.01304945,0.0121484,0.02045145,0.01057701,0.1558324,0.0006822565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759829,0.0002709847,0.00001231763,0.01076728,0.000221376,0.0004738021,0.000004830533,0.0001898626,0.01207662],"genre_scores_gemma":[0.9890102,0.000112391,0.00003173284,0.001687297,0.0001092307,0.00007114223,0.0000350754,0.00002694854,0.008916054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09895314,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496096872989934,"score_gpt":0.2732926563178114,"score_spread":0.258331687587912,"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."}}