{"id":"W2132754062","doi":"10.1007/s10802-009-9338-9","title":"Providing Information to Parents of Children with Mental Health Problems: A Discrete Choice Conjoint Analysis of Professional Preferences","year":2009,"lang":"en","type":"article","venue":"Journal of Abnormal Child Psychology","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"","keywords":"Coaching; Preference; Conjoint analysis; Psychology; Mental health; Latent class model; Class (philosophy); Process (computing); Medical education; Applied psychology; Psychiatry; Medicine; Computer science; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006758401,0.0001103208,0.0005491324,0.0005672384,0.00005751413,0.00001102011,0.0001840148,0.0000553664,0.0001034134],"category_scores_gemma":[0.00001817331,0.000093699,0.0001226896,0.0002819017,0.00004192588,0.0005687804,0.00002082045,0.0001482431,0.000007875352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007300952,"about_ca_system_score_gemma":0.00002554516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006084035,"about_ca_topic_score_gemma":0.00002337876,"domain_scores_codex":[0.9982839,0.00003145421,0.001303375,0.0001325359,0.00007810387,0.0001706069],"domain_scores_gemma":[0.9975331,0.00001256237,0.002202844,0.0001306569,0.0000302796,0.00009057576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532324,0.0002316404,0.9902336,0.00001787082,0.000532679,6.761923e-8,0.002076976,0.00294233,0.00001001134,0.001030821,0.0002529665,0.002517789],"study_design_scores_gemma":[0.001021043,0.001432627,0.9964606,0.00007926582,0.00004343641,0.0000164113,0.0001336564,0.0001501334,0.00003846809,0.0002409065,0.0002910233,0.00009247811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941396,0.0003020036,0.001441706,0.002214506,0.000140656,0.0003055937,0.0001382754,0.000002797829,0.001314848],"genre_scores_gemma":[0.9979584,0.0001612226,0.0008612092,0.0008952518,0.00003535493,0.000003298369,0.00007100637,0.000004089259,0.00001012051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006226934,"threshold_uncertainty_score":0.3820934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04323369293345648,"score_gpt":0.2802468982639233,"score_spread":0.2370132053304668,"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."}}