{"id":"W4409049387","doi":"10.2196/72540","title":"Authors’ Reply: The Importance of Comparing New Technologies (AI) to Existing Tools for Patient Education on Common Dermatologic Conditions: A Commentary","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Medical education; Engineering ethics; Engineering","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":[0.01971195,0.0009978452,0.002544119,0.002041756,0.006649886,0.007286815,0.004558357,0.103675,0.0136215],"category_scores_gemma":[0.1792976,0.001600604,0.003067733,0.002100945,0.008032937,0.00760384,0.005731475,0.08310013,0.00672591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006892634,"about_ca_system_score_gemma":0.01748675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604216,"about_ca_topic_score_gemma":0.01724602,"domain_scores_codex":[0.9767163,0.008482612,0.004461969,0.002563077,0.005666404,0.002109686],"domain_scores_gemma":[0.8062482,0.1447622,0.009599311,0.002532288,0.02829417,0.008563731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005946197,0.00001467707,0.0002606977,0.0002981176,0.00005905283,0.0002967592,0.000454423,0.00003946519,0.00007718572,0.001881923,0.9924286,0.004129646],"study_design_scores_gemma":[0.0002664693,0.00006978845,0.0009764248,0.003129847,0.0001972075,0.0006277966,0.00251017,0.0001870989,0.0002661548,0.006869855,0.9847356,0.0001636213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007886492,0.0008188299,0.00002890767,0.973943,0.02479313,0.000006163162,0.0000416064,0.00000569871,0.000283841],"genre_scores_gemma":[0.0006978803,0.0004571245,0.00007083193,0.9791752,0.01905071,0.00002090972,0.00001026034,0.000008565593,0.0005087027],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.103675,"threshold_uncertainty_score":0.104248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307924287400495,"score_gpt":0.4665658386860536,"score_spread":0.335773409946004,"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."}}