{"id":"W4286797723","doi":"10.17504/protocols.io.81wgb63polpk/v1","title":"[RETRACTED] Prodentim Australia, NZ, Ireland, Canada or UK v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Dentistry; Oral health; Chewing gum; Web site; Medicine; Engineering; Political science; Advertising; Business; World Wide Web; Computer science; Food science; Mechanical engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001612061,0.001225709,0.001134281,0.002096832,0.001651062,0.005296478,0.002171477,0.005140116,0.6690532],"category_scores_gemma":[0.008626131,0.0009072406,0.001110476,0.002138174,0.0009321648,0.003241224,0.001629981,0.003137873,0.5878634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967807,"about_ca_system_score_gemma":0.005646562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03461221,"about_ca_topic_score_gemma":0.06004111,"domain_scores_codex":[0.9986578,0.00008408385,0.00008997991,0.0001483275,0.0007934602,0.0002262623],"domain_scores_gemma":[0.9947214,0.0003621301,0.0002509408,0.0005036684,0.003384064,0.0007777947],"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":[0.00002873016,0.00001576397,0.00003310191,0.0001796642,0.000002739607,0.0000419959,0.00001612169,0.00001376146,0.0002324,0.0007942508,0.9693252,0.02931621],"study_design_scores_gemma":[0.000006555212,0.00001011105,0.000144565,0.00005251353,0.00000151265,0.00002911737,0.000006060221,0.000009482101,0.00008357536,0.00007531879,0.9995778,0.000003345113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004362904,0.003829866,0.001049506,0.007619351,0.01783597,0.000647096,0.008583128,0.007318924,0.9526798],"genre_scores_gemma":[0.00124301,0.001440109,0.0005737655,0.003710918,0.001033366,0.0001091952,0.002894294,0.001348044,0.9876473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9653878,"threshold_uncertainty_score":0.4720554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189329478545224,"score_gpt":0.3356084900869982,"score_spread":0.293715195301546,"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."}}