{"id":"W4385860500","doi":"10.29390/001c.86147","title":"Proceedings from the Canadian Society of Respiratory Therapists Annual Conference May 24-26, 2018","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Psychology; Medicine; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002840254,0.0003999129,0.000666172,0.0004079809,0.002558323,0.00007314218,0.001270668,0.0006153433,0.002085244],"category_scores_gemma":[0.0004184933,0.0002788513,0.0003537579,0.0006730544,0.001183177,0.0004129362,0.00002889782,0.001470601,0.0001363212],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009310808,"about_ca_system_score_gemma":0.0527553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1746315,"about_ca_topic_score_gemma":0.5223794,"domain_scores_codex":[0.9953108,0.0007381046,0.001526148,0.0003821351,0.0006502537,0.001392577],"domain_scores_gemma":[0.9914603,0.0004458184,0.001346374,0.0005286875,0.002874696,0.003344096],"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":[0.0002044695,0.00002784531,0.3636631,0.00006654367,0.0001616175,0.00002752869,0.01066949,6.055014e-7,0.0004402415,0.0002455817,0.61718,0.007312919],"study_design_scores_gemma":[0.001576026,0.0007255772,0.1248503,0.0002285209,0.0000295474,0.000002782184,0.004966164,0.0000025269,0.0001963022,0.0002770508,0.8668802,0.0002649621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740173,0.01597074,0.00001337913,0.003760041,0.002002679,0.000860393,0.0007661128,0.0000337436,0.002575609],"genre_scores_gemma":[0.9184013,0.0003789878,0.000126982,0.07421818,0.006475905,0.00003443555,0.000003528705,0.00009816934,0.000262508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3477479,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956713270506156,"score_gpt":0.3715958004409457,"score_spread":0.2759244733903301,"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."}}