{"id":"W4415728297","doi":"10.2196/81225","title":"Patient-Centered Education Through A Massive Open Online Course (MOOC) for Patients With Multiple Myeloma and Caregivers: Descriptive Study of Knowledge Gains by French Association of Patients With Multiple Myeloma (AF3M) and French-Speaking Myeloma Intergroup (IFM)","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Massive open online course; Descriptive research; Data collection; MEDLINE; Patient education; Descriptive statistics; Continuing medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183075,0.0002799338,0.0004526022,0.0007252991,0.001447786,0.0008066111,0.0002635613,0.000491245,0.00150369],"category_scores_gemma":[0.004809924,0.0001284534,0.0004713833,0.0004727688,0.0003776619,0.0005971199,0.0007359963,0.0006024626,0.0001410519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415116,"about_ca_system_score_gemma":0.001911226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007243955,"about_ca_topic_score_gemma":0.01080754,"domain_scores_codex":[0.9992778,0.0002616269,0.00004522165,0.00007556587,0.0001086861,0.0002311718],"domain_scores_gemma":[0.9975867,0.000794205,0.0005236335,0.00005201765,0.0003503206,0.0006931379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000885831,0.006234684,0.8154004,0.0004927666,0.0001011083,0.001001273,0.0822868,0.0001418264,0.0007474342,0.0001275724,0.001786629,0.0907937],"study_design_scores_gemma":[0.0001492668,0.005197936,0.8544781,0.000316233,0.0001219687,0.001125274,0.130379,0.0004039362,0.0005511908,0.000100918,0.007119271,0.00005690612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994262,0.0001638958,0.00002907237,0.00006398371,0.000004165689,0.00004420421,0.00003687291,0.000001434685,0.0002300677],"genre_scores_gemma":[0.9993331,0.0001757774,0.00006989034,0.00008533429,0.000006607042,0.00006847575,0.00004652908,0.000001038792,0.0002133912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007243955,"threshold_uncertainty_score":0.01440358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360283249277008,"score_gpt":0.3699870251638291,"score_spread":0.3339587002361283,"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."}}