{"id":"W1568380756","doi":"10.1080/23328940.2015.1009315","title":"A new app for physicians on environmental medicine","year":2015,"lang":"en","type":"article","venue":"Temperature","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Bible College; University of Calgary","funders":"","keywords":"Environmental medicine; Medicine; Family medicine; Medical education; Nursing; Public health","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":[0.0003463191,0.0001511249,0.0002484262,0.00005426012,0.0004984425,0.000002653286,0.0001398733,0.0002347191,0.0003144335],"category_scores_gemma":[0.00009971898,0.000117165,0.0000368384,0.0001230081,0.00003358252,0.00003969541,0.00002141706,0.0005419152,0.0006479864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973253,"about_ca_system_score_gemma":0.0004836176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008877709,"about_ca_topic_score_gemma":0.00005012987,"domain_scores_codex":[0.9985635,0.00009291428,0.0003419995,0.0002892479,0.0002129953,0.0004994043],"domain_scores_gemma":[0.9986206,0.0002315166,0.0001302366,0.0003786364,0.00003861877,0.0006004483],"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":[0.0001388881,0.00004398841,0.00039974,0.00008215128,0.000004995286,4.69186e-7,0.001771196,0.000003468088,0.001029963,0.0117979,0.9712477,0.01347952],"study_design_scores_gemma":[0.002436422,0.0003648568,0.001591026,0.0001383614,0.00001327409,8.17614e-7,0.001645671,0.00001965377,0.00004640302,0.002008652,0.991632,0.0001028603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2685665,0.01024425,0.006455513,0.4379407,0.01493734,0.06220507,0.001672263,0.002624599,0.1953538],"genre_scores_gemma":[0.6886448,0.0004644217,0.005569827,0.1353504,0.01593829,0.01873091,0.001366713,0.0001708148,0.1337638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4200782,"threshold_uncertainty_score":0.832877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05032601060196651,"score_gpt":0.4156743625819594,"score_spread":0.3653483519799929,"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."}}