{"id":"W4366539067","doi":"10.2196/41610","title":"Patients With Rare Diseases and the Power of Online Support Groups: Implications for the Medical Community","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech","keywords":"Thematic analysis; Coding (social sciences); Psychology; Qualitative research; Health care; Medicine; Medical education; Applied psychology; Family medicine; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005535232,0.00006082397,0.00008387832,0.00003371735,0.0004574519,0.00001862667,0.0003230081,0.00003971916,0.00001433542],"category_scores_gemma":[0.0002757017,0.00002801882,0.00004982894,0.0001407573,0.0006545614,0.000004691627,0.0003356868,0.0001430644,0.000001903889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005546465,"about_ca_system_score_gemma":0.0001289559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001544239,"about_ca_topic_score_gemma":0.00002674759,"domain_scores_codex":[0.9992064,0.0001880162,0.0001227684,0.00008189143,0.0002212995,0.0001796161],"domain_scores_gemma":[0.9987786,0.0004275562,0.00004097189,0.0003285306,0.0003455261,0.00007876586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01587991,0.009199374,0.4965622,0.001701676,0.002839016,0.0000078879,0.04595658,0.00006603019,0.002192731,0.02930261,0.3244955,0.07179646],"study_design_scores_gemma":[0.001901312,0.0005905678,0.9848552,0.00001548278,0.00001315535,0.000001971498,0.004599831,0.00007721621,0.00007287543,0.000920543,0.006889268,0.00006253437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955258,0.0001575888,0.00007164676,0.002168239,0.00001590749,0.0006601379,0.001308584,0.000004518496,0.00008753716],"genre_scores_gemma":[0.9982216,0.0002103953,0.000006028976,0.0001052259,0.00002445447,0.0002860153,0.001085232,0.000008445146,0.00005262498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.488293,"threshold_uncertainty_score":0.3518396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922557362294601,"score_gpt":0.3773457598157535,"score_spread":0.3481201861928074,"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."}}