{"id":"W3082987789","doi":"10.1111/jocd.13681","title":"The shifting preferences of patients and physicians in nonsurgical hair loss treatment","year":2020,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Hair loss; Medicine; Intervention (counseling); Medical prescription; Minoxidil; Hair removal; Coronavirus disease 2019 (COVID-19); Pandemic; Dermatology; Pharmacology; Internal medicine; Psychiatry","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":[0.001583349,0.00008455046,0.0001718148,0.0005865118,0.001139219,0.00189159,0.0002167951,0.0009531634,0.007671797],"category_scores_gemma":[0.01281606,0.0001208721,0.0002608235,0.0005856619,0.0009344273,0.001429713,0.001117781,0.0009973748,0.0006879498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009131543,"about_ca_system_score_gemma":0.0008171246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004760073,"about_ca_topic_score_gemma":0.006044152,"domain_scores_codex":[0.9979106,0.001078941,0.00009933329,0.0001772996,0.000446835,0.0002870384],"domain_scores_gemma":[0.9942759,0.002590507,0.001344387,0.000108052,0.0004942266,0.001186935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008768327,0.0003206407,0.7371287,0.0004300644,0.000185109,0.001713247,0.0911053,0.0002181502,0.001883102,0.003299715,0.02552838,0.1373107],"study_design_scores_gemma":[0.00009539675,0.0005232685,0.6227598,0.000573784,0.00009528327,0.004762286,0.325769,0.000916263,0.0004643437,0.002949756,0.0409773,0.0001135423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726471,0.001801524,0.0002162023,0.01424605,0.00008794175,0.00001624601,0.0001851032,0.000006932468,0.01079301],"genre_scores_gemma":[0.9946119,0.0007458905,0.0001142267,0.003755897,0.00005920712,0.000008848271,0.0000540628,0.000004925458,0.0006452067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007671797,"threshold_uncertainty_score":0.02566475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491210556683132,"score_gpt":0.2592949973888484,"score_spread":0.2443828918220171,"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."}}