{"id":"W4400036295","doi":"10.2196/50453","title":"PatientsLikeMe and Online Patient Support Communities in Dermatology","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Empathy and Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Generalizability theory; Health care; Population; Internet privacy; Medical diagnosis; Medicine; Psychology; Computer science; Environmental health; Political science; Computer security","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":[0.008633642,0.0002391007,0.0001994146,0.000983268,0.003900673,0.005250928,0.0006376402,0.00224222,0.02352863],"category_scores_gemma":[0.03236781,0.0002338097,0.0004300216,0.0006274398,0.002733455,0.00837379,0.009572931,0.002582139,0.001154487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205063,"about_ca_system_score_gemma":0.003600933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000672798,"about_ca_topic_score_gemma":0.002093012,"domain_scores_codex":[0.9878165,0.01037637,0.0002091423,0.0002942423,0.0006281647,0.0006755655],"domain_scores_gemma":[0.9606545,0.02700489,0.002858534,0.001052378,0.0007562648,0.007673488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000605809,0.002040562,0.04038303,0.002146332,0.0001301642,0.001262342,0.05400504,0.0003655235,0.0007831655,0.07024523,0.09631857,0.7317142],"study_design_scores_gemma":[0.0005665301,0.002532392,0.046682,0.008265797,0.0002496161,0.007047764,0.1305943,0.001935249,0.001318081,0.1684274,0.6321352,0.0002456529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4522277,0.02836949,0.009456512,0.2371698,0.003191084,0.0004082309,0.0004097277,0.000635695,0.2681318],"genre_scores_gemma":[0.9712884,0.004586243,0.004320094,0.01212502,0.0009657067,0.0001967828,0.0000806969,0.00005093597,0.006386074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02352863,"threshold_uncertainty_score":0.07871115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127975713414679,"score_gpt":0.327742163340644,"score_spread":0.3064624062064972,"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."}}