{"id":"W1565726123","doi":"10.1071/ah060298","title":"Predictors of failure by medical practitioners to report suspected child abuse in Queensland, Australia","year":2006,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Judgement; Child abuse; Medicine; Quarter (Canadian coin); Family medicine; Psychology; Psychiatry; Suicide prevention; Medical emergency; Poison control; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086248,0.0002637521,0.0009874889,0.0001821196,0.00005546167,0.000007069281,0.0001338535,0.000272401,0.001120606],"category_scores_gemma":[0.0002080419,0.0002107315,0.000171138,0.0009425296,0.00007850701,0.00008603757,0.00001431771,0.0008061714,0.0001009253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772956,"about_ca_system_score_gemma":0.000331591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004266789,"about_ca_topic_score_gemma":0.001562073,"domain_scores_codex":[0.9964604,0.0001529972,0.001641326,0.0004632228,0.0007429986,0.0005390809],"domain_scores_gemma":[0.9982473,0.00004622315,0.0004506939,0.0005046955,0.0001079439,0.0006431532],"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":[0.00004949418,0.0005551231,0.09295768,0.00592243,0.00009148403,0.0009553292,0.0001407974,0.000003325604,0.00002674557,0.000146819,0.8986089,0.0005419274],"study_design_scores_gemma":[0.001658966,0.0003572435,0.1619018,0.03189209,0.0001564716,0.002419807,0.00004008592,6.026483e-7,0.0001478023,0.000009925642,0.8011632,0.0002520393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5961364,0.03588767,0.00001259725,0.3600365,0.0005705463,0.005224251,0.0001194899,0.0002080415,0.001804505],"genre_scores_gemma":[0.8803098,0.097124,0.0007214096,0.01017398,0.000689908,0.0001209592,0.002367536,0.00009083817,0.008401575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3498625,"threshold_uncertainty_score":0.9997925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106682840756676,"score_gpt":0.3429837039770298,"score_spread":0.3219168755694631,"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."}}