{"id":"W2333901929","doi":"10.2310/6620.2010.10057","title":"Teaching Interventions in Contact Dermatitis","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Psychological intervention; Medicine; Multitude; Context (archaeology); Allergic contact dermatitis; Public health; Family medicine; Environmental health; Nursing; Allergy; Political science; Immunology","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":[0.001304576,0.0003757218,0.0006076767,0.000931013,0.0005165479,0.0005002798,0.0004812105,0.0009194984,0.007144243],"category_scores_gemma":[0.003951254,0.0001058652,0.0004222562,0.0006138093,0.0004383747,0.0004565576,0.0007897888,0.001003674,0.0005865356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154496,"about_ca_system_score_gemma":0.00100428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034673,"about_ca_topic_score_gemma":0.001347436,"domain_scores_codex":[0.9988775,0.0006344807,0.00006304167,0.00009009975,0.0002375486,0.00009743435],"domain_scores_gemma":[0.9984649,0.001177903,0.0001272427,0.00003457189,0.00008079616,0.0001145551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002510482,0.004434851,0.001218961,0.0112217,0.00007284086,0.0002074216,0.001171008,0.0001626857,0.001049087,0.001561874,0.004461268,0.9741872],"study_design_scores_gemma":[0.004381005,0.02912641,0.2028168,0.1030005,0.002595033,0.01036958,0.01149487,0.001531361,0.01641162,0.02143371,0.596669,0.0001700692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1881115,0.7342293,0.005838671,0.009019064,0.002406019,0.001454375,0.0001242401,0.0002229665,0.05859388],"genre_scores_gemma":[0.4715195,0.5034956,0.01180212,0.003760578,0.001208007,0.001104531,0.00009858631,0.00001773494,0.006993364],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007144243,"threshold_uncertainty_score":0.02389985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0404435086477433,"score_gpt":0.2868578192770125,"score_spread":0.2464143106292692,"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."}}