{"id":"W2313381448","doi":"10.4236/psych.2016.73046","title":"Progress Monitoring Measures: The Interaction of Clinician Initial Motivation with Selection and Maintenance Issues","year":2016,"lang":"en","type":"article","venue":"Psychology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Selection (genetic algorithm); Applied psychology; Mental health; Quality (philosophy); Measure (data warehouse); Health care; Psychotherapist; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1154927,0.0005248451,0.0009359577,0.002455717,0.001898906,0.004418208,0.001390761,0.0009510253,0.001498727],"category_scores_gemma":[0.3047855,0.0006497812,0.0009527385,0.00200826,0.001559141,0.004077439,0.002675294,0.002339087,0.0003104648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887492,"about_ca_system_score_gemma":0.007913252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524792,"about_ca_topic_score_gemma":0.00314481,"domain_scores_codex":[0.9136285,0.06590562,0.005342077,0.002662873,0.01115436,0.00130659],"domain_scores_gemma":[0.5720099,0.3457932,0.04869019,0.01279146,0.01482143,0.005893839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008026318,0.001910054,0.4225774,0.001674357,0.000362549,0.0001085225,0.02883874,0.0006576065,0.001422836,0.00626982,0.003700866,0.5316745],"study_design_scores_gemma":[0.0003155714,0.004110994,0.9385859,0.001852155,0.0004345286,0.000481824,0.01564721,0.009619301,0.003039307,0.01016119,0.01549685,0.0002551642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111825,0.00185609,0.05555128,0.007320721,0.0002710639,0.004612526,0.000389346,0.0005427488,0.01827385],"genre_scores_gemma":[0.9493308,0.0004808627,0.04417963,0.0005988487,0.00007444073,0.004488056,0.0001445713,0.00005576688,0.0006470255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154927,"threshold_uncertainty_score":0.6107908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826110731816068,"score_gpt":0.5274999719386979,"score_spread":0.3448888987570911,"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."}}