{"id":"W2321946886","doi":"10.1097/01.hj.0000464228.04664.d7","title":"Anticipate Families’ Most Common Hearing Healthcare Questions","year":2015,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing loss; Audiology; Congenital hearing loss; Medicine; Hearing aid; Etiology; Psychology; Sensorineural hearing loss; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001170412,0.0005891802,0.0003450424,0.0009165866,0.002842813,0.001292707,0.0005671273,0.002948445,0.09146423],"category_scores_gemma":[0.01047785,0.0003683831,0.0005757416,0.0004636379,0.0004365056,0.002375813,0.002341554,0.003146688,0.01646909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572804,"about_ca_system_score_gemma":0.002200916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181331,"about_ca_topic_score_gemma":0.0119164,"domain_scores_codex":[0.9983655,0.0005157549,0.0001530749,0.0001461854,0.0003187176,0.0005007979],"domain_scores_gemma":[0.9937472,0.001234186,0.0008100164,0.00009800344,0.001481151,0.002629374],"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":[0.00003832806,0.00009507823,0.01576587,0.0001270292,0.000008714179,0.004108886,0.001834486,0.00009613469,0.0003576087,0.0009620077,0.9069705,0.06963538],"study_design_scores_gemma":[0.00005275393,0.00018673,0.0314997,0.0009414011,0.00002055932,0.01666312,0.02113934,0.0003494457,0.0005901692,0.004517415,0.923935,0.0001042736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07153129,0.01114659,0.008595285,0.6090299,0.0155412,0.00110702,0.007798656,0.002153238,0.2730969],"genre_scores_gemma":[0.3417771,0.02276718,0.02040259,0.3287397,0.01017138,0.002054907,0.006578027,0.0007665466,0.2667426],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09146423,"threshold_uncertainty_score":0.3059783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173276708362158,"score_gpt":0.4711544978220678,"score_spread":0.253826826985852,"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."}}