{"id":"W2029548961","doi":"10.1111/jdv.12174","title":"Identifying individual psychosocial and adherence support needs in patients with psoriasis: a multinational two‐stage qualitative and quantitative study","year":2013,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LEO Pharma; University of Pennsylvania","keywords":"Psychosocial; Medicine; Medical prescription; Feeling; Thematic analysis; Psoriasis; Social support; Qualitative research; Family medicine; Clinical psychology; Psychiatry; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006360894,0.0001724478,0.0004528311,0.0002742076,0.0001407571,0.0000106434,0.0002087306,0.0001116561,0.0000330736],"category_scores_gemma":[0.0001032103,0.0001134483,0.00003762903,0.0001447658,0.0006266147,0.0002069895,0.0001476249,0.0004043764,0.000006519545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009419708,"about_ca_system_score_gemma":0.00002826322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001952073,"about_ca_topic_score_gemma":0.00001450774,"domain_scores_codex":[0.9964474,0.002554164,0.0005552066,0.0001707539,0.0000691072,0.00020333],"domain_scores_gemma":[0.9986987,0.0004289115,0.0006977678,0.00005741703,0.00008555299,0.0000316569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006175555,0.0003712558,0.9713119,0.00001949159,0.0005815814,0.00001113379,0.02201301,0.000001002159,0.0005406807,0.001262197,0.0001354059,0.003134815],"study_design_scores_gemma":[0.008573086,0.0005045898,0.9814373,0.0000433339,0.0001827944,0.0002704469,0.007982312,7.708699e-7,0.0002541413,0.0005661569,0.00007181516,0.0001132942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997806,0.0009507895,0.00001329432,0.0005976787,0.0001877219,0.0002751956,0.00001941849,0.000003978152,0.000145882],"genre_scores_gemma":[0.9994506,0.00006833186,0.0002531563,0.0001089544,0.00001649032,0.000006072849,0.000004576127,0.00001076414,0.00008104664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140307,"threshold_uncertainty_score":0.4626286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022761123985095,"score_gpt":0.3207670567219011,"score_spread":0.2805394454820502,"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."}}