{"id":"W4406557943","doi":"10.1016/j.yped.2015.07.067","title":"10.1016/j.yped.2015.07.067","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Conversation; Primary care; Randomized controlled trial; Family medicine; Pediatrics; Internal medicine; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008070781,0.00170534,0.0008413149,0.002117164,0.00128766,0.005290272,0.001365484,0.005498998,0.9213239],"category_scores_gemma":[0.001690642,0.0005629333,0.0006680653,0.001082741,0.001444883,0.003811505,0.001775225,0.001711423,0.8917549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007706658,"about_ca_system_score_gemma":0.001507012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915024,"about_ca_topic_score_gemma":0.001417942,"domain_scores_codex":[0.9996287,0.00002531504,0.00002935695,0.0001439597,0.00008617615,0.00008656774],"domain_scores_gemma":[0.9990414,0.0002022535,0.000122421,0.00009715719,0.0001784554,0.0003583714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003500483,0.0003556357,0.004756747,0.0008992509,0.00006713387,0.0007702867,0.0002536633,0.0004627168,0.001811239,0.009769393,0.2829956,0.6975083],"study_design_scores_gemma":[0.00008698367,0.0001637704,0.005522279,0.001456892,0.00007925189,0.003637466,0.0005740378,0.0006692969,0.0007672791,0.01080938,0.976178,0.00005537012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00623658,0.01316477,0.006530167,0.006175527,0.002834431,0.0001712046,0.004105825,0.00359153,0.95719],"genre_scores_gemma":[0.02053622,0.005208023,0.003274861,0.002344634,0.0006745179,0.0001410222,0.002790514,0.0005166922,0.9645136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0786761,"threshold_uncertainty_score":0.1122218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006810042077488234,"score_gpt":0.2048919596495238,"score_spread":0.1980819175720356,"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."}}