{"id":"W2748244821","doi":"10.1016/j.beproc.2017.08.008","title":"Assessing individual performance and maintaining breath sample integrity in biomedical detection dogs","year":2017,"lang":"en","type":"article","venue":"Behavioural Processes","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island; Dalhousie University","funders":"IWK Health Centre","keywords":"Breath test; Breath gas analysis; Expired air; Significant difference; Chromatography; Medicine; Chemistry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009094359,0.0005208855,0.0004383627,0.0003526805,0.0003728034,0.0006831012,0.0005609976,0.0008922254,0.0007285064],"category_scores_gemma":[0.001708983,0.0003160296,0.0002336831,0.0001890022,0.0007599663,0.0004758044,0.000403115,0.0004827271,0.0004702911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809621,"about_ca_system_score_gemma":0.000432898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004268,"about_ca_topic_score_gemma":0.005959913,"domain_scores_codex":[0.9990607,0.000192502,0.0000518201,0.0003145235,0.0002217301,0.0001587615],"domain_scores_gemma":[0.9989756,0.0002450341,0.0002812079,0.0000982434,0.0002236623,0.0001763319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004201307,0.00110854,0.2125011,0.0002311472,0.0002691651,0.000171499,0.001300091,0.001379066,0.7455546,0.0002387827,0.0005993018,0.03244532],"study_design_scores_gemma":[0.00003749915,0.01252763,0.5863906,0.0000328397,0.0004009652,0.00067444,0.001086177,0.008878724,0.3872172,0.0002659059,0.002429931,0.00005822651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952202,0.000152295,0.00396537,0.00005626995,0.000009461738,0.00004369451,0.0001370354,0.00004417197,0.000371294],"genre_scores_gemma":[0.9901319,0.0001992726,0.006836112,0.00008576233,0.000007986228,0.0000862173,0.0003271112,0.00003312379,0.002292587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002004268,"threshold_uncertainty_score":0.004809618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05241984448175592,"score_gpt":0.2996699260545871,"score_spread":0.2472500815728312,"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."}}